{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":68,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":68,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b698178733af","filters":{"venue":"Journal of Gerontological Social Work"}},"results":[{"id":"W2144622653","doi":"10.1080/01634372.2015.1008166","title":"Intergenerational Programs for Persons With Dementia: A Scoping Review","year":2015,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Dementia; Psychology; Mood; Perception; Set (abstract data type); Developmental psychology; Gerontology; Applied psychology; Medical education; Clinical psychology; Medicine","authors":[{"name":"Bethany Galbraith","is_ca":false},{"name":"Hannah Larkin","is_ca":true},{"name":"A. C. Moorhouse","is_ca":true},{"name":"Tamara Oomen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2888075672885434,"gpt":0.5116649334869863,"spread":0.2228573661984429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004978845,0.0009716752,0.002563267,0.008768236,0.0007836191,0.002233239,0.001459252,0.001935558,0.003741385],"category_scores_gemma":[0.01593037,0.0005641494,0.00255398,0.009407056,0.0005692469,0.001853015,0.001697066,0.001079783,0.0004302568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909438,"about_ca_system_score_gemma":0.007399542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004998214,"about_ca_topic_score_gemma":0.01196104,"domain_scores_codex":[0.997667,0.0008219315,0.000754929,0.0001540219,0.0004892597,0.0001129138],"domain_scores_gemma":[0.9892357,0.008426632,0.001208828,0.0001457874,0.0008080895,0.0001748408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000983292,0.00008183986,0.0005604289,0.6434735,0.001279427,0.0001492351,0.0006688678,0.0001205555,0.0001527523,0.0008104501,0.003659706,0.3489448],"study_design_scores_gemma":[0.00005717443,0.0001701436,0.003394645,0.9025815,0.006511225,0.0005503251,0.0009622458,0.00005772186,0.0001870754,0.0005364374,0.08496743,0.00002411696],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003860041,0.9988901,0.00006241773,0.0001078847,0.00005418743,0.00008236226,0.00004030633,0.000002933295,0.0003737965],"genre_scores_gemma":[0.002699938,0.9967068,0.0002167519,0.0001077939,0.00002518447,0.0001312391,0.00004261062,0.000001370253,0.0000682911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008768236,"threshold_uncertainty_score":0.02633101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069704095","doi":"10.1300/j083v46n02_02","title":"Older Women's Experiences of Psychological Violence in Their Marital Relationships","year":2005,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Université de Montréal","keywords":"Intimidation; Harassment; Abdication; Psychology; Blame; Wife; Domestic violence; Social psychology; Forgiveness; Clinical psychology; Developmental psychology; Suicide prevention; Poison control; Medicine; Medical emergency","authors":[{"name":"Lyse Montminy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06343723977870859,"gpt":0.3516947846521895,"spread":0.2882575448734809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020386,0.0003016401,0.0004147575,0.0006347346,0.003508935,0.001722062,0.0003393,0.0007568644,0.001239808],"category_scores_gemma":[0.006547349,0.0003517971,0.0002669524,0.0004961225,0.003277036,0.001617598,0.002936649,0.001010427,0.0001283851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008851063,"about_ca_system_score_gemma":0.000817662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005708889,"about_ca_topic_score_gemma":0.01231179,"domain_scores_codex":[0.9983208,0.001056025,0.00009206876,0.00006388885,0.0001824866,0.0002848078],"domain_scores_gemma":[0.997969,0.0009185678,0.0005528381,0.00006547054,0.0001617433,0.0003322882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000929061,0.00004701428,0.07441325,0.0001095367,0.00002463281,0.001241786,0.9141822,0.00003112223,0.0007326975,0.0005292962,0.0003105968,0.008284916],"study_design_scores_gemma":[0.000006252959,0.000168929,0.03456454,0.0001091602,0.00001735785,0.001138695,0.9605673,0.00003048962,0.0001588675,0.0001533174,0.003071605,0.00001348671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980349,0.0006571418,0.00008940176,0.0002653172,0.00001746677,0.000007505053,0.00001174182,0.000001600129,0.0009149197],"genre_scores_gemma":[0.9989784,0.0004940057,0.00004183706,0.0001329652,0.000008567319,0.000007671036,0.0000102629,9.816714e-7,0.0003254214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005708889,"threshold_uncertainty_score":0.01135135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599777539","doi":"10.1300/j083v37n02_08","title":"Understanding Ambiguous Loss in the Context of Dementia Care","year":2002,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease; University of Waterloo","funders":"","keywords":"Dementia; Context (archaeology); Psychology; Medicine; Intensive care medicine; History; Internal medicine; Disease","authors":[{"name":"Sherry L. Dupuis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1568852407225706,"gpt":0.3472736013843373,"spread":0.1903883606617666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004034104,0.0004927968,0.0005517493,0.0008912274,0.005530337,0.004044306,0.0009940133,0.001144487,0.001497464],"category_scores_gemma":[0.009089344,0.0002824315,0.0003345844,0.000498154,0.008125043,0.00316246,0.006442835,0.002553588,0.000104975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444361,"about_ca_system_score_gemma":0.002018258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004545255,"about_ca_topic_score_gemma":0.009619232,"domain_scores_codex":[0.995769,0.003175106,0.0001172293,0.000120286,0.0003873865,0.0004309476],"domain_scores_gemma":[0.9951571,0.002532134,0.001066607,0.0001545869,0.0003854198,0.0007041523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005893814,0.00004969474,0.01198891,0.0001064556,0.00001390348,0.002183052,0.9767877,0.00006297191,0.0004009355,0.001812569,0.0005079167,0.006026954],"study_design_scores_gemma":[0.000007481629,0.00007689054,0.008608232,0.0001552984,0.00001157392,0.001767154,0.9814541,0.00008502213,0.0001316413,0.001022961,0.006662208,0.00001747142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892458,0.00193396,0.0006577697,0.002395084,0.00007287093,0.00001603465,0.00001392082,0.000004868495,0.005659533],"genre_scores_gemma":[0.9987822,0.0004909028,0.0001424075,0.0001980982,0.00001668171,0.000008546657,0.000006636064,0.000001576489,0.0003528988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005530337,"threshold_uncertainty_score":0.02133465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989590071","doi":"10.1080/01634372.2011.639438","title":"From Person-Centered to Relational Care: Expanding the Focus in Residential Care Facilities","year":2012,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Qualitative research; Long-term care; Social work; Psychology; Residential care; Business; Medicine; Sociology; Political science","authors":[{"name":"Jasmyne Rockwell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1344480315358486,"gpt":0.3963521068724502,"spread":0.2619040753366015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009519064,0.0002999287,0.0004696957,0.0008860471,0.005698635,0.005015,0.002214638,0.00255599,0.004917057],"category_scores_gemma":[0.008283407,0.0003612648,0.0006568663,0.0007059368,0.004625453,0.007157317,0.01114183,0.002605338,0.0003558726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003276913,"about_ca_system_score_gemma":0.00839139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005248719,"about_ca_topic_score_gemma":0.013373,"domain_scores_codex":[0.9905394,0.007400261,0.0001305057,0.0003154066,0.0004542332,0.001160161],"domain_scores_gemma":[0.9931319,0.003516017,0.0004023837,0.0003319687,0.0005593171,0.002058352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001304819,0.0009493749,0.01257998,0.001849935,0.00003681217,0.002359357,0.7126006,0.0002009674,0.003036434,0.02209293,0.005378119,0.238785],"study_design_scores_gemma":[0.0001117833,0.001143529,0.03270326,0.003153912,0.00008592687,0.003999846,0.8514461,0.0005944003,0.001144011,0.01088432,0.09464858,0.00008432985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690789,0.008744512,0.01906744,0.04850172,0.0004997096,0.0006028407,0.00005094746,0.0001247046,0.05332927],"genre_scores_gemma":[0.9834834,0.00343769,0.007515307,0.00357431,0.0001354678,0.0002784104,0.00001268057,0.00002365818,0.001539126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009519064,"threshold_uncertainty_score":0.05034226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026627844","doi":"10.1080/01634372.2020.1768459","title":"Intergenerational Support between Older Adults and Adult Children in Nigeria: The Role of Reciprocity","year":2020,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Manitoba","funders":"","keywords":"Reciprocity (cultural anthropology); Nigerians; Perception; Feeling; Psychology; Social support; Developmental psychology; Interpretative phenomenological analysis; Family support; Social psychology; Medicine; Qualitative research; Sociology","authors":[{"name":"Olayinka Akinrolie","is_ca":true},{"name":"Augustine C Okoh","is_ca":false},{"name":"Michael Kalu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01372914528103759,"gpt":0.2678696475681482,"spread":0.2541405022871107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810924,0.0002224844,0.0002898891,0.0005236376,0.002923392,0.001632999,0.0002642676,0.0004806618,0.001530333],"category_scores_gemma":[0.003275515,0.0002203984,0.0001410003,0.0003629738,0.001834215,0.001350268,0.001999086,0.000775705,0.00006680126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149034,"about_ca_system_score_gemma":0.00128689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007100401,"about_ca_topic_score_gemma":0.0184441,"domain_scores_codex":[0.9991168,0.0005293708,0.00006227272,0.00006579531,0.00007608377,0.0001495625],"domain_scores_gemma":[0.9981711,0.0007667923,0.0006682948,0.00004879835,0.00009537338,0.0002495978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008733971,0.00007726913,0.3001183,0.0002077759,0.00002564477,0.003976484,0.6678496,0.0000427745,0.0007833059,0.002168545,0.0004256718,0.02423724],"study_design_scores_gemma":[0.000006227796,0.0001004971,0.130375,0.0003318426,0.00002284961,0.002383182,0.8607447,0.00004844122,0.0001148114,0.0004230122,0.005434382,0.00001506298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972887,0.001014025,0.00006161961,0.0002531198,0.000008790442,0.000007345606,0.000008828053,5.862913e-7,0.001356918],"genre_scores_gemma":[0.998987,0.0006989326,0.00006424118,0.00004620782,0.000003555262,0.000005352199,0.000004069568,4.338356e-7,0.0001900809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007100401,"threshold_uncertainty_score":0.01411813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036491706","doi":"10.1080/01634370903361847","title":"Learning From Recruitment Challenges: Barriers to Diagnosis, Treatment, and Research Participation for Latinos With Symptoms of Alzheimer's Disease","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Aging","keywords":"Intervention (counseling); Disease; Quarter (Canadian coin); Psychology; Gerontology; Medicine; Perception; Nursing","authors":[{"name":"Caroline Rosenthal Gelman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7792622617111191,"gpt":0.6595983254674733,"spread":0.1196639362436458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08381914,0.0003670919,0.0006376821,0.001076847,0.009754243,0.004813429,0.001690752,0.001963447,0.00567831],"category_scores_gemma":[0.1230993,0.0004941805,0.0006353965,0.001073867,0.003714987,0.003341801,0.006051307,0.002010252,0.0009109409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284676,"about_ca_system_score_gemma":0.01913694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007601555,"about_ca_topic_score_gemma":0.01614604,"domain_scores_codex":[0.9448317,0.04560489,0.002807439,0.001003608,0.002908218,0.002844113],"domain_scores_gemma":[0.9428602,0.03778372,0.007340089,0.003244848,0.003846992,0.004924083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007529923,0.001718982,0.2679169,0.001369741,0.0001089688,0.003058264,0.4847456,0.0001324276,0.002741635,0.00640703,0.01050263,0.2205449],"study_design_scores_gemma":[0.0003373064,0.001530936,0.07730261,0.003057172,0.0001433047,0.002626185,0.8541468,0.0006076492,0.001499093,0.00817481,0.05047913,0.00009500782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017757,0.002200528,0.0037925,0.07251425,0.0004284913,0.00225726,0.000103847,0.00004511981,0.01688238],"genre_scores_gemma":[0.9624978,0.0023647,0.007072072,0.01890201,0.0003019521,0.00473335,0.00009231071,0.00003890659,0.003996843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08381914,"threshold_uncertainty_score":0.4432833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991795605","doi":"10.1300/j083v46n03_09","title":"Psycho-Educational Support Groups for Older Women Victims of Family Mistreatment","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Elder abuse; Psychological intervention; Intervention (counseling); Social work; Psychology; Medicine; Domestic violence; Gerontology; Nursing; Clinical psychology; Suicide prevention; Poison control; Medical emergency","authors":[{"name":"Patricia Brownell","is_ca":false},{"name":"Deborah Heiser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03668615618036318,"gpt":0.3456354160610948,"spread":0.3089492598807316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000819294,0.0003288416,0.0003428524,0.0007011457,0.001154276,0.0003056294,0.0004985126,0.0004115655,0.004199377],"category_scores_gemma":[0.003890927,0.0001441095,0.0003687471,0.0003101036,0.0003082593,0.0004226599,0.0008617793,0.0004529473,0.0002484671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104778,"about_ca_system_score_gemma":0.001403545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561327,"about_ca_topic_score_gemma":0.006142064,"domain_scores_codex":[0.9995968,0.0002087951,0.00002970143,0.00002318764,0.00006033483,0.0000812781],"domain_scores_gemma":[0.9990754,0.0002651304,0.0001611215,0.00004833396,0.00005103555,0.0003988419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008941459,0.07741383,0.04450452,0.001831686,0.0002401806,0.0007214381,0.007088335,0.0004208167,0.003636931,0.0005138925,0.00277827,0.8519086],"study_design_scores_gemma":[0.02892645,0.4745165,0.4278105,0.002930805,0.001151055,0.001607716,0.0290899,0.001999262,0.007264699,0.002595859,0.02200037,0.0001069977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99651,0.0008882379,0.0001694564,0.0004430111,0.00004784791,0.0006103349,0.00002709702,0.00001940948,0.001284519],"genre_scores_gemma":[0.9942047,0.002428252,0.00116899,0.0001776934,0.00008800959,0.001158868,0.00005787188,0.000001920212,0.0007136246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004199377,"threshold_uncertainty_score":0.01404834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2521049767","doi":"10.1080/01634372.2016.1235067","title":"‘Growing Old’ in Shelters and ‘On the Street’: Experiences of Older Homeless People","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; McGill University; York University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Older people; Social exclusion; Social isolation; Gerontology; Qualitative research; Psychological resilience; Psychology; Sociology; Medicine; Social psychology; Political science; Psychiatry; Social science","authors":[{"name":"Amanda Grenier","is_ca":true},{"name":"Tamara Sussman","is_ca":true},{"name":"Rachel Barken","is_ca":true},{"name":"Valérie Bourgeois-Guérin","is_ca":true},{"name":"David W. Rothwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0578004942896868,"gpt":0.3802350984830563,"spread":0.3224346041933694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002919178,0.0005666724,0.000788513,0.001363281,0.01669973,0.004374454,0.001614876,0.001613772,0.001491855],"category_scores_gemma":[0.004732614,0.0005492904,0.0004623809,0.001652242,0.01548141,0.003106699,0.008149551,0.002749372,0.0001094057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01014441,"about_ca_system_score_gemma":0.01224401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5351575,"about_ca_topic_score_gemma":0.7040374,"domain_scores_codex":[0.9973634,0.0009790229,0.0001069219,0.0001246705,0.000425805,0.001000238],"domain_scores_gemma":[0.9972131,0.0008038103,0.0003840276,0.00009471778,0.0004692773,0.00103517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001329442,0.00001094472,0.004557798,0.00003455931,0.000003233021,0.0003898692,0.9926308,0.000007868588,0.0001341723,0.0002152761,0.0003823773,0.001619731],"study_design_scores_gemma":[0.000001147658,0.00001631314,0.003978424,0.00004323829,0.000003176094,0.0001447319,0.9936917,0.000006893469,0.00002568997,0.00004000547,0.002042238,0.000006463623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953689,0.0007614494,0.0001095921,0.001221206,0.00004028397,0.00002303205,0.00003872628,0.000007172624,0.002429683],"genre_scores_gemma":[0.9979133,0.0005209727,0.00009145155,0.0004728788,0.00001314301,0.00001382906,0.00002512125,0.000005645088,0.0009437416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5351575,"threshold_uncertainty_score":0.9351601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488484453","doi":"10.1300/j083v46n01_03","title":"Understanding the Experience of Moving a Loved One to a Long-Term Care Facility","year":2005,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Long-term care; Term (time); Process (computing); Perception; Psychology; Nursing; Control (management); Public relations; Medicine; Political science; Computer science","authors":[{"name":"G. Reuss","is_ca":true},{"name":"Sherry L. Dupuis","is_ca":true},{"name":"Kyle Whitfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2143660512426143,"gpt":0.4247297189163806,"spread":0.2103636676737664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003734343,0.0005078923,0.0004786658,0.0007048848,0.01133933,0.003861351,0.001578256,0.001630922,0.002668574],"category_scores_gemma":[0.006652255,0.0004104452,0.0004447219,0.000530093,0.009667481,0.004536569,0.0041875,0.002910674,0.0002200134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005077276,"about_ca_system_score_gemma":0.004862973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05403213,"about_ca_topic_score_gemma":0.09797511,"domain_scores_codex":[0.9971349,0.001912609,0.00007387398,0.0001392304,0.0002438199,0.0004955625],"domain_scores_gemma":[0.9955809,0.002143279,0.0005694624,0.0001229175,0.0005272501,0.001056256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002426807,0.0000173175,0.003214412,0.00004943106,0.000005173736,0.0009666965,0.9917654,0.0000416387,0.0003854564,0.0006353291,0.000373198,0.002521667],"study_design_scores_gemma":[0.000002430548,0.00003964663,0.002194563,0.00005674888,0.000006122978,0.0005922744,0.9919692,0.00004500274,0.0000818342,0.0001690047,0.004831217,0.00001202932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818013,0.001209599,0.001503388,0.003073232,0.00006662079,0.0000392873,0.00003138067,0.0000167967,0.01225848],"genre_scores_gemma":[0.9961552,0.0006529226,0.0004422193,0.0004821942,0.00001080977,0.0000183232,0.00001773431,0.000007141104,0.002213476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05403213,"threshold_uncertainty_score":0.1074353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072712850","doi":"10.1080/01634372.2013.875971","title":"Supporting Residents Moving Into Long-Term Care: Multiple Layers Shape Residents’ Experiences","year":2013,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; McGill University","funders":"","keywords":"Relocation; Grounded theory; Long-term care; Interpersonal communication; Term (time); Social work; Psychology; Social psychology; Process (computing); Nursing; Gerontology; Medicine; Sociology; Qualitative research; Computer science; Political science; Social science","authors":[{"name":"Tamara Sussman","is_ca":true},{"name":"Sherry L. Dupuis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05254583850828753,"gpt":0.4090697797766932,"spread":0.3565239412684057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004786151,0.0003572537,0.0004256979,0.0006624783,0.006335198,0.003501488,0.001238066,0.001135192,0.001426839],"category_scores_gemma":[0.01089831,0.0004677672,0.0002630133,0.0006411423,0.008018125,0.003083914,0.005233581,0.002397764,0.0001500868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002038747,"about_ca_system_score_gemma":0.003127012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007468663,"about_ca_topic_score_gemma":0.01892682,"domain_scores_codex":[0.9957681,0.003086668,0.0001038894,0.0001658021,0.0003105236,0.0005650401],"domain_scores_gemma":[0.9957969,0.002700978,0.0004048711,0.0001802973,0.0003504643,0.000566513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003007404,0.00003000838,0.005703242,0.00003306571,0.000005155523,0.0005125927,0.9875149,0.00005150754,0.0002925081,0.0008735314,0.0002669276,0.004686445],"study_design_scores_gemma":[0.000002373318,0.00006179715,0.002705179,0.00004612481,0.000005670519,0.000261256,0.993248,0.00007008032,0.0001327905,0.000321405,0.003133046,0.00001231109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947526,0.0002817999,0.001116435,0.0009539579,0.00002061569,0.0000162017,0.00001409669,0.00001394814,0.002830202],"genre_scores_gemma":[0.9987004,0.0001568875,0.000385596,0.0001169723,0.000004131164,0.0000115783,0.000009332317,0.000005308654,0.000609744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007468663,"threshold_uncertainty_score":0.02531189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995037499","doi":"10.1080/01634372.2010.490691","title":"The Role of Mastery and Social Support in the Association Between Life Stressors and Psychological Distress in Older Canadians","year":2010,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Stressor; Association (psychology); Psychology; Psychological distress; Distress; Social support; Clinical psychology; Life course approach; Psychiatry; Developmental psychology; Psychotherapist; Mental health","authors":[{"name":"Tahany M. Gadalla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03638449512790796,"gpt":0.3446188437980535,"spread":0.3082343486701455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181515,0.0003184932,0.0003471204,0.00147245,0.00265509,0.001051922,0.0008073882,0.0005728372,0.001997897],"category_scores_gemma":[0.005345872,0.0003197497,0.0007099406,0.001719164,0.000895117,0.0004171221,0.001124585,0.0006740039,0.00007512733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008869627,"about_ca_system_score_gemma":0.0150482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974317,"about_ca_topic_score_gemma":0.9828897,"domain_scores_codex":[0.9992887,0.00008595679,0.00004458524,0.00008662707,0.0002098162,0.0002843523],"domain_scores_gemma":[0.9984003,0.0002142639,0.0004356725,0.00007380749,0.0003791291,0.0004968594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004710189,0.00002048055,0.9954768,0.00001277423,0.00004025036,0.00003213672,0.0009101801,0.00005330811,0.00004978615,0.00009008472,0.0001645231,0.003102643],"study_design_scores_gemma":[0.000002539267,0.000009646021,0.9988024,0.00001459384,0.00001291225,0.00001718032,0.0007979661,0.0001255737,0.000008673934,0.00003038721,0.0001740263,0.000003980096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981058,0.0004773515,0.00003152842,0.0004385861,0.000005833244,0.000009826851,0.0002661178,0.000001729373,0.0006632123],"genre_scores_gemma":[0.999477,0.0001703143,0.00004886927,0.00003240064,0.000004237686,0.00000272289,0.000128078,8.176511e-7,0.000135544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02568305,"threshold_uncertainty_score":0.064354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1923082232","doi":"10.1300/j083v46n03_08","title":"Consumer Fraud and the Elderly","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Business; Financial fraud; Criminology; Psychology; Medicine; Suicide prevention; Accounting; Environmental health; Poison control","authors":[{"name":"Carole Cohen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02430782795460176,"gpt":0.2961078679638372,"spread":0.2718000400092354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000815213,0.0001304338,0.0002483632,0.001307407,0.004087033,0.002103051,0.0002167806,0.001129477,0.003126368],"category_scores_gemma":[0.003313668,0.000109552,0.000263499,0.001706952,0.002099045,0.001005423,0.001590981,0.000952463,0.0002456974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004885823,"about_ca_system_score_gemma":0.007863694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3749898,"about_ca_topic_score_gemma":0.4957346,"domain_scores_codex":[0.9991252,0.0001860719,0.00003967398,0.00003229405,0.00028061,0.0003361695],"domain_scores_gemma":[0.9981824,0.0001716356,0.0004720201,0.0000372424,0.0004850444,0.0006516767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001189461,0.0002827095,0.6445809,0.0003286354,0.00006662169,0.00428175,0.04522024,0.0001214503,0.0002843914,0.0159437,0.04040435,0.2483664],"study_design_scores_gemma":[0.0000139307,0.000188433,0.7541784,0.001413205,0.00007684739,0.007704887,0.05500039,0.00011698,0.0001092855,0.005252756,0.1759031,0.00004178626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7728613,0.09608612,0.0002060963,0.05494505,0.0005463079,0.00004399206,0.000246833,0.00001264048,0.07505165],"genre_scores_gemma":[0.9301861,0.05784481,0.0001253996,0.004473011,0.0002996032,0.000008263542,0.00007169544,0.000003349495,0.006987801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3749898,"threshold_uncertainty_score":0.7456142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089529854","doi":"10.1080/01634372.2014.912997","title":"Grannies, Elders, and Friends: Aging Aboriginal Women in Toronto","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"AGE-WELL","keywords":"Friendship; Gerontology; Aging in place; Psychology; Gender studies; Sense of community; Successful aging; Sociology; Medicine; Social psychology","authors":[{"name":"Cyndy Baskin","is_ca":false},{"name":"Caitlin J. Davey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02943214500722643,"gpt":0.3947070789334718,"spread":0.3652749339262454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007995638,0.0005215488,0.0004325199,0.0009949887,0.01909476,0.002347148,0.000900493,0.0008657302,0.003493576],"category_scores_gemma":[0.001491395,0.0004461699,0.000273501,0.001946398,0.003518888,0.001141397,0.004596328,0.001414072,0.0002265084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01676891,"about_ca_system_score_gemma":0.02089665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9337919,"about_ca_topic_score_gemma":0.9836293,"domain_scores_codex":[0.9991511,0.0001932679,0.00003317463,0.00006762412,0.0001461164,0.0004086572],"domain_scores_gemma":[0.9990873,0.0001105166,0.000134324,0.00002168423,0.0001417957,0.0005043135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002931979,0.00002800351,0.02675219,0.0001393235,0.000007051125,0.001626228,0.9623792,0.00001914544,0.0005733383,0.0004642756,0.001615892,0.00636608],"study_design_scores_gemma":[0.000001525091,0.00003052446,0.02134781,0.00006912153,0.000009208376,0.0002009357,0.972792,0.00001044634,0.00005262236,0.00002803187,0.005450377,0.000007485014],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909445,0.001534352,0.00004227782,0.001892139,0.00007718079,0.00003971562,0.0001050319,0.000004754065,0.005359997],"genre_scores_gemma":[0.9874007,0.003495546,0.0001352387,0.0004949311,0.00003102963,0.00003205467,0.00006092726,0.000007268864,0.008342189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06620812,"threshold_uncertainty_score":0.133196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042547494","doi":"10.1300/j083v46n03_04","title":"Social Inclusion","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Inclusion (mineral); Neglect; Social exclusion; Poverty; Intervention (counseling); Sociology; Social determinants of health; Field (mathematics); Psychology; Economic growth; Criminology; Social science; Medicine; Public health; Psychiatry; Nursing; Economics","authors":[{"name":"Elizabeth Podnieks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04055552856410717,"gpt":0.3425922341960839,"spread":0.3020367056319767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00707725,0.0006387834,0.0008162764,0.003525768,0.009649524,0.01002143,0.001358199,0.002260761,0.04076913],"category_scores_gemma":[0.02259885,0.0002270962,0.0009264082,0.002716255,0.01112065,0.005915688,0.02034467,0.002685519,0.006671231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369162,"about_ca_system_score_gemma":0.01015207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005221052,"about_ca_topic_score_gemma":0.007201881,"domain_scores_codex":[0.984838,0.006673814,0.0007456905,0.001036218,0.004465788,0.002240504],"domain_scores_gemma":[0.989136,0.002245006,0.001204233,0.001610256,0.003097389,0.002707179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004007019,0.0001245136,0.007556485,0.000321666,0.00004099415,0.0004171933,0.03319818,0.0001563613,0.0002765318,0.7201,0.06666543,0.1711027],"study_design_scores_gemma":[0.000009814014,0.00006719337,0.006842337,0.0006618752,0.00001874085,0.0005296877,0.01654452,0.0001186316,0.0001382599,0.1607981,0.8142412,0.00002962561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02221303,0.002753622,0.007279229,0.0275,0.001624753,0.0003843009,0.0004205681,0.0001146002,0.93771],"genre_scores_gemma":[0.7465682,0.006472239,0.007826776,0.01050598,0.001922021,0.001302818,0.001038762,0.0002211605,0.2241421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04076913,"threshold_uncertainty_score":0.1363863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011158279","doi":"10.1300/j083v46n03_10","title":"Ethical and Psychosocial Issues Raised by the Practice in Cases of Mistreatment of Older Adults","year":2006,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Psychosocial; Confidentiality; Psychological intervention; Social work; Psychology; Qualitative research; Nursing; Medicine; Psychotherapist; Sociology; Political science; Law","authors":[{"name":"Marie Beaulieu","is_ca":true},{"name":"Nancy Leclerc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094779434812945,"gpt":0.3612171547676091,"spread":0.3402693604194796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04385468,0.0004958537,0.0008608108,0.001903269,0.01642126,0.006761568,0.001801851,0.007265294,0.001307553],"category_scores_gemma":[0.09432874,0.0008883664,0.0003825832,0.001987263,0.03029049,0.006625485,0.009606208,0.005698041,0.0002114246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005433716,"about_ca_system_score_gemma":0.008261848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294866,"about_ca_topic_score_gemma":0.006762416,"domain_scores_codex":[0.9244432,0.06632792,0.002414212,0.0009830754,0.003491741,0.002339802],"domain_scores_gemma":[0.8985222,0.0793112,0.01164688,0.002211184,0.005158646,0.003149863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001572607,0.0000277617,0.003384781,0.0001811275,0.000005513988,0.003513956,0.9793037,0.00003744163,0.000304388,0.004795356,0.0006159696,0.007814325],"study_design_scores_gemma":[0.000004268532,0.00004335885,0.001156718,0.000350786,0.000005381284,0.002795985,0.9847275,0.00006243896,0.0001554941,0.002871796,0.007811084,0.00001515628],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880758,0.00975144,0.008041908,0.08803169,0.0004792995,0.0001365141,0.00001119194,0.00003215127,0.01275774],"genre_scores_gemma":[0.9903746,0.003031111,0.00229049,0.003149137,0.0001187476,0.00008034926,0.000003657802,0.000009658204,0.0009423053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04385468,"threshold_uncertainty_score":0.2319284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080739473","doi":"10.1080/01634372.2014.904469","title":"Screening for Geriatric Depression in Residential Care Facilities: A Systematic Narrative Review","year":2014,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Narrative review; Residential care; Depression (economics); Medicine; Assisted Living Facility; Aged care; Narrative; Geriatric care; Gerontology; Assisted living; Nursing; Intensive care medicine","authors":[{"name":"Anna Azulai","is_ca":true},{"name":"Christine A. Walsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1347842130816053,"gpt":0.4753412564510128,"spread":0.3405570433694075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004492351,0.001173622,0.004168882,0.006604653,0.0006617639,0.001902997,0.001373178,0.001347544,0.003660688],"category_scores_gemma":[0.0338428,0.000685316,0.00366213,0.0083078,0.0006121933,0.001889136,0.001437753,0.0009734176,0.0002859846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003559514,"about_ca_system_score_gemma":0.01247715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008663544,"about_ca_topic_score_gemma":0.02900545,"domain_scores_codex":[0.9959126,0.001400729,0.001598499,0.0002677408,0.0007036722,0.0001167825],"domain_scores_gemma":[0.9811931,0.01370192,0.003229758,0.0002145359,0.001451201,0.0002095246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001295147,0.00002070753,0.0006759953,0.9348366,0.00245841,0.0001288697,0.0003900895,0.00008174552,0.0001006223,0.0002882518,0.002702517,0.0581867],"study_design_scores_gemma":[0.0001262643,0.0001263327,0.002944599,0.9531094,0.01918873,0.000411604,0.000423734,0.00005637079,0.0001128686,0.0002484622,0.0232261,0.00002556654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009055397,0.9976373,0.0001541501,0.0002642314,0.00009806389,0.0003299024,0.0002778881,0.000006679992,0.0003262714],"genre_scores_gemma":[0.008101409,0.9902777,0.0005294943,0.0003242421,0.00004827981,0.000452894,0.0001434819,0.000002308535,0.0001202171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008663544,"threshold_uncertainty_score":0.02582622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306973498","doi":"10.1080/01634372.2022.2133199","title":"How Does Community-Based Housing Foster Social Participation in Older Adults: Importance of Well-Designed Common Space, Proximity to Resources, Flexible Rules and Policies, and Benevolent Communities","year":2022,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Université de Sherbrooke","keywords":"Aging in place; Space (punctuation); Public housing; Social engagement; Economic growth; Sociology; Business; Public relations; Psychology; Gerontology; Political science; Medicine; Economics; Computer science","authors":[{"name":"T. H. Trang Nguyen","is_ca":true},{"name":"Mélanie Levasseur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0847046455285161,"gpt":0.3592338219791435,"spread":0.2745291764506274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566442,0.0006524819,0.001791521,0.002837932,0.0005253737,0.002503837,0.0008666649,0.002199046,0.001478899],"category_scores_gemma":[0.008125035,0.000308289,0.001615627,0.003111915,0.000857193,0.002689805,0.001231584,0.0007734015,0.0002573343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192969,"about_ca_system_score_gemma":0.003812413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006725155,"about_ca_topic_score_gemma":0.01267985,"domain_scores_codex":[0.9984891,0.0007889517,0.0002540428,0.0001348247,0.0002453669,0.00008773607],"domain_scores_gemma":[0.9972108,0.002005532,0.000434709,0.00004231784,0.0002416542,0.00006492984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001315791,0.000139521,0.002431178,0.3406163,0.001648603,0.0002006124,0.002527716,0.0002220306,0.0003762056,0.004124172,0.003100243,0.6444818],"study_design_scores_gemma":[0.000166421,0.0008516519,0.03635044,0.644848,0.01004383,0.002583865,0.009419519,0.0003405137,0.001065331,0.004942231,0.2892343,0.0001538572],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001392888,0.9977465,0.00004858099,0.0002503798,0.00005198898,0.00002123514,0.00001394376,0.000001326303,0.0004730199],"genre_scores_gemma":[0.01326121,0.9862071,0.0002066813,0.0001494998,0.0000350263,0.00003468812,0.00002115353,0.000001049873,0.00008352614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006725155,"threshold_uncertainty_score":0.01357281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022575057","doi":"10.1080/01634372.2014.978927","title":"Predictors of Depression Among Caregivers of Older Adults With Severe Mental Illness","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychiatry; Mental health; Quarter (Canadian coin); Mental illness; Medicine; Psychology; Gerontology; Clinical psychology","authors":[{"name":"Sherry M. Cummings","is_ca":false},{"name":"Nancy P. Kropf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009664339576235026,"gpt":0.2577520810670746,"spread":0.2480877414908396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005858871,0.0001893466,0.0002306861,0.0003884081,0.0005745416,0.0004573268,0.0001828301,0.0003383487,0.001127898],"category_scores_gemma":[0.004940383,0.000210312,0.000226492,0.0004061996,0.0002228126,0.0002830108,0.0004979489,0.0005759241,0.0001234911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733547,"about_ca_system_score_gemma":0.0003805308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008520402,"about_ca_topic_score_gemma":0.01526023,"domain_scores_codex":[0.9996961,0.00009626606,0.00004813241,0.0000252768,0.00007691573,0.00005733516],"domain_scores_gemma":[0.9982557,0.000305551,0.0008371493,0.00004459496,0.0002113418,0.0003456691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002749528,0.00002361875,0.9988042,0.000005085782,0.00000849581,0.00004873049,0.0001517651,0.00001130467,0.00002401376,0.0000050847,0.00008615929,0.0008039838],"study_design_scores_gemma":[0.000003894253,0.00006169871,0.9987118,0.00001308981,0.000007904419,0.0001991138,0.0007997492,0.00008703992,0.0000134484,0.00001469629,0.00008580292,0.000001750607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993489,0.0002515808,0.00001452369,0.00009350698,0.000005832739,0.000005766479,0.00006509315,7.757422e-7,0.0002139804],"genre_scores_gemma":[0.99972,0.0001254582,0.00001754087,0.00001590003,0.000004693108,0.000003622919,0.00005808458,2.674859e-7,0.00005432703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008520402,"threshold_uncertainty_score":0.01694161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993462358","doi":"10.1080/01634372.2014.920606","title":"Who Cares for Caregivers? Evidence-Based Approaches to Family Support","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Nursing; Medicine","authors":[{"name":"Debra Sheets","is_ca":true},{"name":"Kathy Black","is_ca":false},{"name":"Lenard W. Kaye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.190534691655035,"gpt":0.330341037149131,"spread":0.139806345494096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04113124,0.000992606,0.002305052,0.00617282,0.002856781,0.007582941,0.003725713,0.00436237,0.003163554],"category_scores_gemma":[0.1062695,0.0007751856,0.001729766,0.003098312,0.002938636,0.007959126,0.004435333,0.006063407,0.0004734839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008250658,"about_ca_system_score_gemma":0.01814692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521974,"about_ca_topic_score_gemma":0.05431072,"domain_scores_codex":[0.980808,0.01305248,0.002473688,0.0006687013,0.002589525,0.0004074439],"domain_scores_gemma":[0.9453623,0.03942731,0.005047115,0.001129669,0.006583197,0.002450443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003108335,0.0008033373,0.009029925,0.03963891,0.001948894,0.0002282017,0.002401537,0.0008846145,0.00005709293,0.02330388,0.03172494,0.8896677],"study_design_scores_gemma":[0.001373476,0.0007385678,0.01548126,0.7531072,0.004309074,0.0006601137,0.01140934,0.001233842,0.0002030025,0.06356327,0.1477047,0.0002162002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002059228,0.8584436,0.001486407,0.1308413,0.00161412,0.0001908937,0.00007524664,0.00001215362,0.005276953],"genre_scores_gemma":[0.07595757,0.8967873,0.01172549,0.01243648,0.00201342,0.0006403861,0.00009333634,0.000006014531,0.0003399784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04113124,"threshold_uncertainty_score":0.2175254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041317606","doi":"10.1080/01634372.2020.1769789","title":"Gerontological Social Work in Action: Anti-Oppressive Practice with Older Adults, their Families, and Communities","year":2020,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Social work; Action (physics); Work (physics); Sociology; Gerontology; Psychology; Gender studies; Medicine; Political science","authors":[{"name":"Karen Lok Yi Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1004682545326708,"gpt":0.384039872487753,"spread":0.2835716179550822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007111035,0.0007369456,0.00093405,0.001514009,0.008717605,0.008981274,0.001197674,0.006355586,0.02313223],"category_scores_gemma":[0.01648,0.0004904023,0.0004744188,0.0009241377,0.005357817,0.009721473,0.01171633,0.006886656,0.007704621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379426,"about_ca_system_score_gemma":0.01005305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569682,"about_ca_topic_score_gemma":0.008415082,"domain_scores_codex":[0.9950824,0.002837774,0.0003136474,0.0001719781,0.001170573,0.0004236767],"domain_scores_gemma":[0.9848503,0.004962352,0.0008517223,0.0005833761,0.001595474,0.007156728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000392462,0.0002207383,0.0009073046,0.0008069353,0.000009758174,0.0004705508,0.03100513,0.00003502193,0.0006379735,0.007692183,0.8057885,0.1523867],"study_design_scores_gemma":[0.00001644823,0.00009301535,0.001942676,0.001074185,0.000006889743,0.0006257361,0.02298836,0.00002814332,0.00008101855,0.003399931,0.9697217,0.00002177839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01175589,0.0554832,0.002512883,0.6919712,0.1005915,0.0002351667,0.0001238752,0.0006693833,0.1366569],"genre_scores_gemma":[0.1721256,0.1217005,0.01555292,0.3091155,0.08976945,0.001038479,0.0003207852,0.0009091402,0.2894675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02313223,"threshold_uncertainty_score":0.07738501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061804341","doi":"10.1080/01634370903088051","title":"Dementia Care Planning: Shared Experience and Collaboration","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Dementia; Focus group; Nursing; Health care; Perception; Psychology; Medicine; Business; Political science","authors":[{"name":"Penny Pashby","is_ca":true},{"name":"Julie Hann","is_ca":true},{"name":"Maria Elinor S. Sunico","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03970899644749085,"gpt":0.3787670299413979,"spread":0.3390580334939071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01134621,0.0004696831,0.0006567555,0.001565734,0.01068413,0.007084917,0.001589566,0.001847277,0.002095316],"category_scores_gemma":[0.02397217,0.0005356001,0.0005331608,0.001427758,0.008040312,0.006737231,0.0112917,0.003258276,0.0002211761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588804,"about_ca_system_score_gemma":0.006653585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004242006,"about_ca_topic_score_gemma":0.005743299,"domain_scores_codex":[0.97728,0.01895008,0.0005338322,0.0006288041,0.001216241,0.001391038],"domain_scores_gemma":[0.985322,0.009161159,0.00142206,0.0006209924,0.0006226128,0.002851146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003815068,0.00006883815,0.005152422,0.0001158802,0.00002099129,0.002893626,0.9687798,0.0001011558,0.0001881221,0.003944414,0.001197172,0.01749936],"study_design_scores_gemma":[0.00001926851,0.0001254889,0.003054635,0.0002556026,0.00002029845,0.004828283,0.9595067,0.0002059944,0.0001689615,0.004402472,0.02736469,0.00004765183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263877,0.00477932,0.0111352,0.01135837,0.0002683097,0.0002412404,0.00009577814,0.00009816941,0.04563585],"genre_scores_gemma":[0.9963276,0.0008501377,0.001266822,0.0002578971,0.00002784462,0.00006625138,0.00002004736,0.000008441503,0.001175025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134621,"threshold_uncertainty_score":0.06000519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412345761","doi":"10.1080/01634372.2016.1197354","title":"Assessing Social Isolation: Pilot Testing Different Methods","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"AARP Foundation; University of Lethbridge; World Health Organization","keywords":"Social isolation; Isolation (microbiology); Scale (ratio); Psychology; Test (biology); Gerontology; Medicine; Family medicine; Psychiatry","authors":[{"name":"Harry Owen Taylor","is_ca":false},{"name":"Stephanie Herbers","is_ca":false},{"name":"S Talisman","is_ca":false},{"name":"Nancy Morrow‐Howell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2968375993878713,"gpt":0.4895089502574188,"spread":0.1926713508695475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06902649,0.002873119,0.001841352,0.002059126,0.001782067,0.001437234,0.003294393,0.002232542,0.004829616],"category_scores_gemma":[0.08619478,0.001487674,0.003490833,0.001536202,0.001851908,0.003775548,0.003175998,0.002697889,0.001113071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412123,"about_ca_system_score_gemma":0.002824991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573565,"about_ca_topic_score_gemma":0.007232158,"domain_scores_codex":[0.9499047,0.03547925,0.005115015,0.003509429,0.004665436,0.001326203],"domain_scores_gemma":[0.8343917,0.1271116,0.004993753,0.008186932,0.02265982,0.002656245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0501077,0.1365687,0.3156137,0.007890652,0.002289654,0.0009484195,0.04916172,0.006325846,0.01237338,0.002168483,0.005905445,0.4106463],"study_design_scores_gemma":[0.02694281,0.3870317,0.4839998,0.002275595,0.002854997,0.001269625,0.0220289,0.0239816,0.02291938,0.006167161,0.01958629,0.0009422339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060546,0.0006686103,0.02760415,0.0005737353,0.0006084322,0.05911357,0.0007076302,0.0002825239,0.004386828],"genre_scores_gemma":[0.682117,0.00146694,0.1444337,0.00120674,0.0004312902,0.1653496,0.001546342,0.0001530726,0.00329526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06902649,"threshold_uncertainty_score":0.3650513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043650626","doi":"10.1080/01634372.2020.1779163","title":"Re-integrating Older Adults Who Have Recovered from the Novel Coronavirus into Society in the Context of Stigmatization: Lessons for Health and Social Actors in Ghana","year":2020,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton Regional Hospital; University of Northern British Columbia","funders":"","keywords":"Context (archaeology); Coronavirus; Coronavirus disease 2019 (COVID-19); Sociology; Social work; Gerontology; Psychology; Political science; Medicine; Geography","authors":[{"name":"Williams Agyemang‐Duah","is_ca":true},{"name":"Anthony Kwame Morgan","is_ca":false},{"name":"Joseph Oduro Appiah","is_ca":true},{"name":"Prince Peprah","is_ca":false},{"name":"Audrey Amponsah Fordjour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1644930288222467,"gpt":0.4370463373399611,"spread":0.2725533085177144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004910466,0.0003150303,0.0004706168,0.0003516464,0.006362844,0.002584568,0.000844426,0.002548435,0.004640333],"category_scores_gemma":[0.007771107,0.0002574371,0.0006695285,0.0003648096,0.004897965,0.005890815,0.00632897,0.005499994,0.0003425508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004457122,"about_ca_system_score_gemma":0.0111741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02366699,"about_ca_topic_score_gemma":0.06693133,"domain_scores_codex":[0.997492,0.001620978,0.00006512007,0.00007244757,0.00009200733,0.0006574665],"domain_scores_gemma":[0.9964694,0.0008927672,0.000421892,0.00010709,0.0002723012,0.001836607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002255312,0.001047672,0.05717745,0.001202804,0.00007520994,0.007295947,0.7027018,0.000109745,0.001205021,0.02013873,0.05979852,0.1490216],"study_design_scores_gemma":[0.0001084553,0.0003278775,0.03382942,0.003631247,0.00007007377,0.001284191,0.8520747,0.0001750658,0.0002782488,0.01511758,0.09305274,0.00005043225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.407012,0.009519532,0.0006298766,0.5686789,0.002119474,0.0000986731,0.0000397287,0.00001325763,0.01188844],"genre_scores_gemma":[0.9271789,0.01279708,0.001185594,0.05478977,0.0005782131,0.00009231677,0.00002272986,0.00001768047,0.003337843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02366699,"threshold_uncertainty_score":0.04705846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205131452","doi":"10.1080/01634372.2021.2019163","title":"Are Older People Living Alone Socially Isolated? A Qualitative Study of Their Experiences","year":2022,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Reciprocity (cultural anthropology); Social isolation; Qualitative research; Psychological resilience; Compromise; Gerontology; Psychology; Intervention (counseling); Older people; Activities of daily living; Isolation (microbiology); Social psychology; Sociology; Medicine; Psychiatry","authors":[{"name":"Maryse Soulières","is_ca":true},{"name":"Michèle Charpentier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08009990592294952,"gpt":0.4019492283909104,"spread":0.3218493224679608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01192933,0.0007705347,0.001240518,0.001958888,0.01331834,0.004419839,0.0015605,0.001948874,0.002526406],"category_scores_gemma":[0.0156089,0.0007994449,0.000630427,0.002138569,0.01004685,0.005623064,0.007704117,0.003686476,0.0002641681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00574487,"about_ca_system_score_gemma":0.00528065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03189406,"about_ca_topic_score_gemma":0.0624809,"domain_scores_codex":[0.9918143,0.005557711,0.0003005191,0.0003939053,0.0006093313,0.001324088],"domain_scores_gemma":[0.9869032,0.008459073,0.001278236,0.0003351087,0.001055482,0.00196881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001602357,0.00001594163,0.001632222,0.00004712236,0.00000273807,0.0002698803,0.9964168,0.000006230919,0.0001156781,0.0002027752,0.0001669583,0.00110755],"study_design_scores_gemma":[0.000001331086,0.00002031159,0.0007255384,0.0000633005,0.000002261725,0.00009872855,0.9972482,0.00000658992,0.00002722105,0.00005365838,0.001748692,0.000004135855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910644,0.001569953,0.0005526711,0.002713859,0.00007729001,0.0001144153,0.000137741,0.00001089209,0.003758722],"genre_scores_gemma":[0.9954516,0.001573014,0.0002567679,0.0008301123,0.0000284055,0.0001343365,0.00004621234,0.00001340742,0.001666249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03189406,"threshold_uncertainty_score":0.06341684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779973991","doi":"10.1080/01634372.2017.1420001","title":"Stories of contemporary aging: An analysis of “lived” citizenship in later life","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais; University of Ottawa; Social Sciences and Humanities Research Council","funders":"","keywords":"Citizenship; Active citizenship; Action (physics); Sociology; Narrative; Gender studies; Typology; Meaning (existential); Dignity; Feeling; Power (physics); Politics; Social psychology; Psychology; Political science; Law","authors":[{"name":"Isabelle Marchand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.147958114956587,"gpt":0.3900355382438237,"spread":0.2420774232872367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006137734,0.0008980523,0.0005515305,0.003047392,0.01076647,0.008223725,0.002230577,0.003140787,0.00308814],"category_scores_gemma":[0.01382122,0.0005003239,0.000409216,0.003073603,0.01866789,0.01049195,0.009455202,0.004585111,0.0003467098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005172788,"about_ca_system_score_gemma":0.002181161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008288709,"about_ca_topic_score_gemma":0.01225386,"domain_scores_codex":[0.9932955,0.00521085,0.0001543163,0.0002342362,0.0004527452,0.0006522977],"domain_scores_gemma":[0.9886249,0.008354559,0.001025265,0.0003898681,0.0005908679,0.001014382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001318885,0.000008194686,0.000830491,0.00004341724,0.000002945853,0.0004821523,0.9878964,0.00001632646,0.00006607604,0.007737812,0.0007004332,0.002202483],"study_design_scores_gemma":[0.000001855984,0.00001821662,0.001695576,0.0001464494,0.000006664523,0.0004407514,0.9633947,0.00005748989,0.0001083803,0.001977457,0.03214187,0.00001059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005074,0.006070019,0.003817678,0.01821854,0.0004702438,0.0001102191,0.0003112287,0.00006622008,0.07042833],"genre_scores_gemma":[0.9925683,0.002194225,0.0006263879,0.0005914792,0.0001021698,0.0000835885,0.0001128781,0.0000444072,0.003676622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076647,"threshold_uncertainty_score":0.03753138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129751962","doi":"10.1080/01634372.2015.1042129","title":"Job Satisfaction Among Gerontological Social Workers in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Job satisfaction; Workforce; Social work; Interpersonal communication; Psychology; Job attitude; Nursing; Gerontology; Social psychology; Job performance; Medicine; Political science","authors":[{"name":"Kelsey Simons","is_ca":true},{"name":"Sofiya An","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0988460887670997,"gpt":0.3659610202306321,"spread":0.2671149314635324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008564563,0.0002070787,0.0003992183,0.001014242,0.004003979,0.001171304,0.0006348693,0.000276928,0.001919709],"category_scores_gemma":[0.002400923,0.0002344034,0.000330347,0.003061026,0.0008888092,0.0003192243,0.0007861156,0.0004066574,0.0001870299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02820971,"about_ca_system_score_gemma":0.04199659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937903,"about_ca_topic_score_gemma":0.997924,"domain_scores_codex":[0.9991767,0.00007545086,0.00004343345,0.00006525606,0.0003574791,0.0002816062],"domain_scores_gemma":[0.9973817,0.0001644941,0.0004347813,0.00004139178,0.001178025,0.0007994751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004885538,0.00005056158,0.986173,0.00003422916,0.00001438492,0.00005897997,0.005493867,0.00004592318,0.0001503817,0.00005531379,0.001265544,0.006608975],"study_design_scores_gemma":[0.000003634951,0.00002170861,0.9946736,0.00001681578,0.000003696509,0.000009795582,0.004568149,0.00006899409,0.00001675052,0.000008261051,0.0006050033,0.00000368578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971554,0.0001924413,0.00002626238,0.0003419847,0.000006137869,0.00002405666,0.0007020364,0.000002856542,0.001548716],"genre_scores_gemma":[0.9979798,0.0002660918,0.00006378182,0.0001170242,0.000004577486,0.00002123893,0.0003942857,0.000002174018,0.001151176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820971,"threshold_uncertainty_score":0.2046767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368360732","doi":"10.1080/01634372.2023.2207611","title":"Financial Strain and Psychological Distress Among Middle-Aged and Older Adults: A Moderated Mediation Model","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Stressor; Moderated mediation; Psychological intervention; Psychological distress; Clinical psychology; Population; Association (psychology); Mediation; Health and Retirement Study; Distress; Sleep (system call); Mental health; Gerontology; Psychiatry; Medicine; Social psychology; Environmental health","authors":[{"name":"Lei Chai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07504613600531668,"gpt":0.355504499225383,"spread":0.2804583632200663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00609934,0.001681318,0.001099913,0.0013007,0.001332745,0.002145082,0.00218574,0.00131782,0.007509465],"category_scores_gemma":[0.02006614,0.0009516762,0.002598427,0.0009701003,0.0009910228,0.002479105,0.003769677,0.002913728,0.0004380873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009317358,"about_ca_system_score_gemma":0.003151204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758264,"about_ca_topic_score_gemma":0.01379766,"domain_scores_codex":[0.9958277,0.002718151,0.00013776,0.0005079599,0.0002942797,0.0005140912],"domain_scores_gemma":[0.992819,0.004788247,0.0007888903,0.0005038686,0.0004411398,0.000658751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009472463,0.001794439,0.9309462,0.000413241,0.004267355,0.0008798583,0.00572487,0.00167404,0.0003808192,0.01302385,0.002559806,0.03738838],"study_design_scores_gemma":[0.0008113896,0.002043324,0.8509591,0.001580816,0.006959073,0.001901999,0.01089737,0.05173523,0.0004373559,0.06630294,0.006203045,0.0001683524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683614,0.004576261,0.006622504,0.01066453,0.0003244218,0.0004242756,0.001052897,0.00008894788,0.007884691],"genre_scores_gemma":[0.9944829,0.001184617,0.002058483,0.0005273964,0.00009508162,0.0003810889,0.0002844545,0.000008281409,0.0009778049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758264,"threshold_uncertainty_score":0.03496063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386877781","doi":"10.1080/01634372.2023.2259942","title":"“You’re Asking Me to Put into Words Something That I Don’t Put into Words.”: Climate Grief and Older Adult Environmental Activists","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Grief; Environmentalism; Thematic analysis; Feeling; Coping (psychology); Psychology; Climate change; Politics; Environmental justice; Social psychology; Environmental degradation; Environmental ethics; Qualitative research; Sociology; Political science; Social science; Psychotherapist; Ecology; Law","authors":[{"name":"Mary Kate Dennis","is_ca":true},{"name":"Paul V. Stock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04975376949586763,"gpt":0.3270292542445764,"spread":0.2772754847487087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004514815,0.0004365969,0.0003336326,0.0005553219,0.00689778,0.002512186,0.0007067302,0.002859781,0.003467346],"category_scores_gemma":[0.008319932,0.0003096065,0.0004763985,0.0003289588,0.007480694,0.00467257,0.0036988,0.004912347,0.0008520773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321151,"about_ca_system_score_gemma":0.00157901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781194,"about_ca_topic_score_gemma":0.01073569,"domain_scores_codex":[0.9974611,0.001605507,0.00007886066,0.0001363126,0.0003044895,0.0004137344],"domain_scores_gemma":[0.9964427,0.0009682766,0.0006964664,0.000134051,0.0005518789,0.001206598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000350449,0.0001345855,0.01544887,0.0001384419,0.00002212701,0.001358772,0.9462776,0.00002798642,0.0006517292,0.002258281,0.01983794,0.01380868],"study_design_scores_gemma":[0.0000121374,0.0001315945,0.01220143,0.000346508,0.0000148501,0.002539685,0.913444,0.00008299624,0.000210118,0.001192755,0.06979026,0.00003365863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776354,0.007683266,0.002410422,0.07658069,0.001999952,0.00009414044,0.00009921379,0.00008283806,0.03341406],"genre_scores_gemma":[0.9700198,0.00222631,0.0009186431,0.0186335,0.0001616534,0.00007552964,0.00003304905,0.00002588206,0.007905632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00689778,"threshold_uncertainty_score":0.02387691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479133717","doi":"10.1080/01634372.2016.1218988","title":"Facilitators and Barriers to Implementing Transitional Care Managers Within a Public Health Care System","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"The Quebec Population Health Research Network; Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Transitional care; Context (archaeology); Nursing; Health care; Intervention (counseling); Limiting; Process management; Business; Quality (philosophy); Public relations; Medicine; Political science","authors":[{"name":"Mélanie Couture","is_ca":true},{"name":"Martin Sasseville","is_ca":true},{"name":"Valérie Gascon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05280284924365448,"gpt":0.3788314778542241,"spread":0.3260286286105696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03543471,0.0005621596,0.0006864056,0.001079952,0.00597634,0.003819428,0.00252368,0.001401091,0.001804236],"category_scores_gemma":[0.0723792,0.0007141777,0.0006730263,0.001070656,0.00273769,0.001873456,0.004995068,0.002119605,0.0001446941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01162302,"about_ca_system_score_gemma":0.06562872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07641789,"about_ca_topic_score_gemma":0.159296,"domain_scores_codex":[0.9545705,0.0274564,0.00241527,0.001383334,0.004281636,0.009892885],"domain_scores_gemma":[0.9264182,0.04383563,0.009199611,0.00221271,0.008551273,0.009782508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006938643,0.003022157,0.438686,0.00263813,0.0002013339,0.001419905,0.352996,0.000923348,0.002814694,0.002221793,0.002276018,0.1921069],"study_design_scores_gemma":[0.0002360011,0.002783756,0.4199882,0.00333898,0.0003445248,0.0003581574,0.5554962,0.001791264,0.002128536,0.001164949,0.01224011,0.0001293857],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916064,0.0005447197,0.0007602876,0.003286022,0.00002801059,0.00106454,0.00003302891,0.00003317517,0.002643881],"genre_scores_gemma":[0.9956097,0.0003865529,0.002780527,0.0003872351,0.000009264691,0.0004268618,0.0000154426,0.000006011071,0.000378348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07641789,"threshold_uncertainty_score":0.1873989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169025746","doi":"10.1080/01634372.2021.1901818","title":"A Promising Approach to Reducing Social Loneliness among Older Adults in Nigeria during COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health and Well-being Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Coronavirus disease 2019 (COVID-19); Pandemic; Social distance; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social isolation; Gerontology; Psychology; Virology; Medicine; Social psychology; Psychiatry","authors":[{"name":"Anthony Obinna Iwuagwu","is_ca":false},{"name":"Michael Kalu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06548379971243505,"gpt":0.3768801196022022,"spread":0.3113963198897671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003240422,0.000446024,0.0007707099,0.0006002786,0.00184253,0.001781146,0.001065235,0.003945967,0.007543228],"category_scores_gemma":[0.01771739,0.0002196681,0.0005594917,0.0002674734,0.0008340473,0.002250299,0.001539542,0.007553519,0.001442795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782281,"about_ca_system_score_gemma":0.001965338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982876,"about_ca_topic_score_gemma":0.006990404,"domain_scores_codex":[0.9988242,0.0007031194,0.0001095396,0.00008756719,0.0001196209,0.0001558628],"domain_scores_gemma":[0.9938991,0.002958689,0.0006427203,0.00007864667,0.001268135,0.001152621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005464151,0.0003289472,0.009546872,0.003459383,0.0001805026,0.0009333763,0.002806425,0.00006644197,0.000417449,0.002029652,0.7562152,0.2234695],"study_design_scores_gemma":[0.0005257431,0.001417209,0.04937873,0.01791532,0.0008667608,0.00219751,0.01456458,0.001069143,0.00117697,0.009058872,0.9015952,0.0002338611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01046254,0.06258897,0.000528106,0.8256849,0.09682754,0.00007260955,0.000211467,0.00004719916,0.003576615],"genre_scores_gemma":[0.1743676,0.1348455,0.002850789,0.4739006,0.2003364,0.0004466689,0.000231844,0.0001008485,0.0129198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007543228,"threshold_uncertainty_score":0.02523464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2487070084","doi":"10.1080/01634372.2016.1214660","title":"Haudenosaunee Grandmothers Caring for their Grandchildren: The Process of Assuming the Caregiving Role","year":2016,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"National Institute on Aging","keywords":"Grandparent; Grounded theory; Psychology; Welfare; Primary caregiver; Gerontology; Developmental psychology; Medicine; Sociology; Qualitative research; Political science","authors":[{"name":"Lori Diane Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01886823725209274,"gpt":0.292399543869711,"spread":0.2735313066176182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002802103,0.0002823569,0.0002062525,0.0006017281,0.006445757,0.002403989,0.0006593196,0.0004807635,0.001288698],"category_scores_gemma":[0.002750527,0.0003207854,0.0002245088,0.0003614133,0.003714719,0.00102516,0.001920927,0.001394843,0.0001064655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003187497,"about_ca_system_score_gemma":0.006405618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06748319,"about_ca_topic_score_gemma":0.2074343,"domain_scores_codex":[0.9991065,0.0005121943,0.00002316813,0.0000702289,0.00009349402,0.0001944231],"domain_scores_gemma":[0.9988282,0.0006856316,0.0001289391,0.00005626139,0.0001242366,0.0001767797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001510722,0.00005922295,0.02749389,0.00004248727,0.000007014067,0.0005355067,0.962332,0.00003967461,0.0006606101,0.002030649,0.0001688713,0.006615075],"study_design_scores_gemma":[0.000002469701,0.00003936536,0.01157454,0.00006230802,0.000007529142,0.0001362388,0.9840419,0.00008894214,0.000191748,0.0003953978,0.003452316,0.000007195274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973029,0.0001087587,0.0002561118,0.0002873315,0.000008428254,0.00002648528,0.000007531564,0.000001292287,0.002001155],"genre_scores_gemma":[0.9973441,0.0003909253,0.0008251548,0.0001141051,0.000002813447,0.00003214663,0.00001290197,0.00000184149,0.001275955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06748319,"threshold_uncertainty_score":0.1341808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020086837","doi":"10.1080/01634372.2014.919977","title":"Depression Among Korean Immigrant Elders Living in Canada and the United States: A Comparative Study","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Metropolitan area; Depression (economics); Acculturation; Gerontology; Depressive symptoms; Coping (psychology); Demography; Medicine; Ethnic group; Psychology; Geography; Clinical psychology; Psychiatry; Political science; Anxiety; Sociology","authors":[{"name":"Wooksoo Kim","is_ca":false},{"name":"Suk-Young Kang","is_ca":false},{"name":"Isok Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05034454609253265,"gpt":0.3438905071166288,"spread":0.2935459610240962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004660187,0.0003527055,0.0004222482,0.001138422,0.003183123,0.0009420908,0.0004014722,0.0003864508,0.0008449801],"category_scores_gemma":[0.0008833707,0.000287229,0.0003720923,0.002202553,0.0005843727,0.00052282,0.0009715437,0.0005151847,0.0001428155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003801065,"about_ca_system_score_gemma":0.004257584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.754098,"about_ca_topic_score_gemma":0.908053,"domain_scores_codex":[0.9997371,0.00003908348,0.00002188115,0.0000296348,0.0000586458,0.0001136425],"domain_scores_gemma":[0.9994185,0.00004227358,0.0001020306,0.00002163332,0.0002193669,0.0001962893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000841662,0.0001614116,0.9846373,0.00003008672,0.00004206799,0.0003855161,0.01037029,0.00001192258,0.0002156828,0.00003319193,0.0002088661,0.00381949],"study_design_scores_gemma":[0.000007592466,0.00008207984,0.9610918,0.00003335493,0.00002847214,0.0002575596,0.03793155,0.0000328442,0.00003946381,0.000008787061,0.0004791759,0.000007474491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995762,0.0001006574,0.000007355311,0.00001697092,0.000002124334,0.00001047067,0.00007699758,3.192241e-7,0.0002089232],"genre_scores_gemma":[0.9989254,0.0004482862,0.00005370179,0.00007700193,0.00000461388,0.00001879124,0.0002626341,8.318464e-7,0.0002087185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.245902,"threshold_uncertainty_score":0.4947003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290382558","doi":"10.1080/01634372.2015.1118716","title":"Strengthening Social Capital Through Residential Environment Development for Older Chinese in a Canadian Context","year":2015,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"","keywords":"Social capital; Social environment; Context (archaeology); Psychology; Focus group; Population ageing; Qualitative research; Social support; Population; Gerontology; Sociology; Social psychology; Geography; Medicine; Demography; Social science","authors":[{"name":"Hai Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06782499569201336,"gpt":0.3544340171641782,"spread":0.2866090214721648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009689369,0.0002778219,0.000241508,0.0007556133,0.01197672,0.001693501,0.0007233808,0.0002934853,0.001746296],"category_scores_gemma":[0.001256999,0.0001190946,0.0002301185,0.001108843,0.002218456,0.0007901686,0.003367217,0.0006712577,0.00006685135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01965936,"about_ca_system_score_gemma":0.04735444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9197862,"about_ca_topic_score_gemma":0.981495,"domain_scores_codex":[0.999405,0.00009973378,0.00001356824,0.00004519654,0.00009078699,0.0003456983],"domain_scores_gemma":[0.9993031,0.00004615918,0.00006313364,0.00002227808,0.000124809,0.0004404592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001793483,0.0004485587,0.3086344,0.0004024178,0.00006001071,0.001879269,0.5030665,0.0003596053,0.00296877,0.008572588,0.009394491,0.1640341],"study_design_scores_gemma":[0.00002765072,0.0002487414,0.4527031,0.0003203777,0.00008033413,0.0002525169,0.5039178,0.0003433894,0.0005112661,0.001432613,0.04009314,0.00006910924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922293,0.0004167481,0.00008428942,0.001254289,0.00001597169,0.00003058445,0.00005429728,0.000004322865,0.005910153],"genre_scores_gemma":[0.9980471,0.0005354516,0.0002693167,0.0001914231,0.000004159159,0.00001348765,0.00002835588,0.000001669109,0.0009089981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08021384,"threshold_uncertainty_score":0.1613724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158837024","doi":"10.1080/01634372.2021.1920537","title":"The Crisis Facing Older People Living with Neurodiversity and Their Aging Family Carers: A Social Work Perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Ministry of Labour, Employment and Social Solidarity; McGill University; Centre for Interdisciplinary Research in Rehabilitation; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Perspective (graphical); Context (archaeology); Redress; Psychology; Social exclusion; Mental health; Social work; Older people; Gerontology; Pandemic; Coronavirus disease 2019 (COVID-19); Psychiatry; Medicine; Political science; Disease","authors":[{"name":"Shari Brotman","is_ca":true},{"name":"Tamara Sussman","is_ca":true},{"name":"Laura Pacheco","is_ca":true},{"name":"Daniel Dickson","is_ca":true},{"name":"Lucyna Lach","is_ca":true},{"name":"Émilie Raymond","is_ca":true},{"name":"Marie-Hélène Deshaies","is_ca":true},{"name":"Zelda Freitas","is_ca":true},{"name":"Élise Milot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03672296625817664,"gpt":0.3079538679582722,"spread":0.2712309017000956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008337556,0.0007454836,0.001733727,0.001636208,0.01702429,0.008485685,0.003826504,0.02294939,0.003355886],"category_scores_gemma":[0.02416169,0.000357692,0.001438917,0.001947274,0.01465304,0.007458532,0.005796145,0.02119507,0.0004925609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01705675,"about_ca_system_score_gemma":0.05619044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1273398,"about_ca_topic_score_gemma":0.2908998,"domain_scores_codex":[0.990803,0.004591313,0.0006922696,0.0006173048,0.001537164,0.001758964],"domain_scores_gemma":[0.9720567,0.01614633,0.001564603,0.0002213377,0.004947418,0.005063642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009521987,0.0001077152,0.003453536,0.00312023,0.0001253845,0.004112249,0.1117198,0.0002565112,0.0003102472,0.03399169,0.7937019,0.04900553],"study_design_scores_gemma":[0.00004368889,0.0001347363,0.004697659,0.01467304,0.0001092263,0.001846055,0.2048426,0.000197007,0.0001254434,0.02460914,0.7485621,0.0001593362],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002510458,0.02052945,0.00008411946,0.9614885,0.01316287,0.000008887221,0.00001900153,0.000004355476,0.002192433],"genre_scores_gemma":[0.08170681,0.08286071,0.0004147983,0.7733644,0.05780912,0.00009623783,0.00004506547,0.00003039718,0.003672509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1273398,"threshold_uncertainty_score":0.2531971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775840764","doi":"10.1080/01634372.2017.1419395","title":"Family conflict and future concerns: Opportunities for social workers to better support Chinese immigrant caregiver employees","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Western University; King's University College","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Immigration; Ethnic group; Qualitative research; Service provider; Social work; Health care; Service (business); Sociology; Psychology; Nursing; Economic growth; Political science; Medicine; Business","authors":[{"name":"Bharati Sethi","is_ca":true},{"name":"Allison Williams","is_ca":true},{"name":"Élise Desjardins","is_ca":true},{"name":"Hanzhuang Zhu","is_ca":true},{"name":"Emile Shen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09002656814771741,"gpt":0.3594608915344396,"spread":0.2694343233867221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004253486,0.0005581428,0.0004001117,0.0005613787,0.02163093,0.004329985,0.00117868,0.001786759,0.005280598],"category_scores_gemma":[0.005405597,0.0003095365,0.0005128476,0.0005093815,0.005154156,0.002993821,0.007969067,0.002217905,0.0003670438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004215508,"about_ca_system_score_gemma":0.01553608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04010005,"about_ca_topic_score_gemma":0.09783821,"domain_scores_codex":[0.9973648,0.001366083,0.00006955586,0.0000895001,0.0001391188,0.0009709693],"domain_scores_gemma":[0.9964383,0.0006816175,0.0004087602,0.0001184404,0.000343758,0.002009215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006680579,0.0001416175,0.03639594,0.0001546428,0.0000242084,0.004064877,0.9244928,0.00007667083,0.0007484992,0.002082372,0.007288002,0.02446353],"study_design_scores_gemma":[0.0000049925,0.00003375848,0.004666964,0.00009247349,0.000006252312,0.0003046419,0.9859238,0.00002740823,0.00004325936,0.0003469382,0.008539116,0.00001040875],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618034,0.002263331,0.0005385607,0.01990838,0.000373338,0.00006155634,0.00004009874,0.00002973816,0.01498166],"genre_scores_gemma":[0.9940555,0.00102647,0.0003612923,0.001671263,0.00005963907,0.00006347603,0.00002118582,0.000007757537,0.002733294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04010005,"threshold_uncertainty_score":0.07973325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970087509","doi":"10.1080/01634370802609205","title":"The Influence of Service Factors on Spousal Caregivers' Perceptions of Community Services","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Service (business); Perception; Community service; Psychology; Family caregivers; Social work; Nursing; Medicine; Public relations; Political science","authors":[{"name":"Tamara Sussman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02401192477599541,"gpt":0.3119586581581206,"spread":0.2879467333821252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001778746,0.0002036935,0.0001860481,0.0006066198,0.001053682,0.001134999,0.0001712368,0.0002070544,0.001655654],"category_scores_gemma":[0.0113827,0.0001206924,0.0002277358,0.0003280575,0.0009830925,0.000433367,0.0008917188,0.0003607449,0.0001094887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006476016,"about_ca_system_score_gemma":0.000846346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114932,"about_ca_topic_score_gemma":0.0162892,"domain_scores_codex":[0.998548,0.0008217857,0.0001022081,0.00006619236,0.0002418465,0.0002198799],"domain_scores_gemma":[0.995379,0.002034886,0.001198307,0.000135301,0.0005321437,0.0007203912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00023101,0.0001573449,0.9399278,0.00004835127,0.00006016718,0.0003153551,0.03864801,0.00007869793,0.0004025871,0.0001961512,0.0002420085,0.0196925],"study_design_scores_gemma":[0.000009952982,0.0002708582,0.919016,0.00006406489,0.00003213168,0.000508362,0.07842773,0.0002514531,0.0002271289,0.0001640595,0.001012492,0.00001579832],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991763,0.0001197295,0.00003718231,0.00006432772,0.000003117949,0.000003211068,0.00001159658,8.07547e-7,0.000583677],"genre_scores_gemma":[0.9998013,0.00008448938,0.00002031926,0.00001588844,0.000001897363,0.000002181169,0.000009059293,3.929106e-7,0.00006445598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114932,"threshold_uncertainty_score":0.0228526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122964070","doi":"10.1080/01634372.2013.834857","title":"Clinically Significant Effects of Group Cognitive Behavioral Therapy on Spouse Caregivers' Mental Health and Cognitive Functioning: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Baycrest Hospital; University of Manitoba","funders":"","keywords":"Mood; Cognition; Spouse; Clinical psychology; Intervention (counseling); Mental health; Medicine; Group psychotherapy; Psychology; Cognitive behavioral therapy; Cognitive therapy; Psychiatry","authors":[{"name":"Corey S. Mackenzie","is_ca":true},{"name":"Ursula J. Wiprzycka","is_ca":true},{"name":"Nasreen Khatri","is_ca":true},{"name":"Julia Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06968527908063293,"gpt":0.35745212839259,"spread":0.2877668493119571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687326,0.000446399,0.0006211041,0.0003100832,0.0006515656,0.0002844697,0.0003839931,0.0003366174,0.001646624],"category_scores_gemma":[0.004600399,0.0001838336,0.0004320017,0.0002722997,0.0005897996,0.0002129353,0.0004506314,0.0004841923,0.0001681422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704396,"about_ca_system_score_gemma":0.001192444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004380446,"about_ca_topic_score_gemma":0.008741003,"domain_scores_codex":[0.9989387,0.0006800942,0.00005691883,0.00006006211,0.0001360806,0.000128066],"domain_scores_gemma":[0.997647,0.001240001,0.0002688616,0.0001924275,0.0001906254,0.0004610332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.193501,0.1960969,0.2088017,0.001142652,0.0007670965,0.003247213,0.008640851,0.001130332,0.0217767,0.0001953818,0.001442357,0.3632578],"study_design_scores_gemma":[0.02953465,0.5539857,0.4061758,0.000107279,0.0004983465,0.0007724292,0.002518188,0.0007778018,0.004029329,0.0001578789,0.001413336,0.00002936463],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990815,0.0001497842,0.00004747453,0.00002663077,0.000006600952,0.0002731004,0.00002781814,0.000003674417,0.0003835115],"genre_scores_gemma":[0.9992912,0.0001273067,0.0002068357,0.00003682959,0.0000140249,0.0001779595,0.00004371845,9.701424e-7,0.0001010945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004380446,"threshold_uncertainty_score":0.00892359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563751366","doi":"10.1300/j083v42n01_06","title":"A Tapestry of Voices","year":2004,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Scope (computer science); Value (mathematics); Qualitative research; Focus group; Psychology; Sociology; Qualitative property; Ethical issues; Research ethics; Gerontology; Focus (optics); Engineering ethics; Public relations; Social psychology; Social science; Political science; Medicine; Computer science; Engineering","authors":[{"name":"Sally Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0657513021014928,"gpt":0.3937728556934538,"spread":0.3280215535919611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007608994,0.0007820615,0.0005373711,0.003407154,0.01071066,0.01498001,0.001830017,0.002143153,0.01286913],"category_scores_gemma":[0.02821406,0.0004923656,0.0004541232,0.003270927,0.01078278,0.01159211,0.01446854,0.006694991,0.003586052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665763,"about_ca_system_score_gemma":0.002318952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002745038,"about_ca_topic_score_gemma":0.003768497,"domain_scores_codex":[0.9880589,0.007627917,0.0003910991,0.0007650453,0.002467857,0.0006893165],"domain_scores_gemma":[0.9760675,0.01324683,0.001107704,0.004319232,0.003305855,0.001952909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000212605,0.00005742324,0.002051553,0.000409267,0.00002270913,0.001796066,0.6311728,0.0003613452,0.002752704,0.1789103,0.05550294,0.1267502],"study_design_scores_gemma":[0.00001442422,0.00008005196,0.0008302828,0.001031475,0.0000115364,0.001089436,0.2093554,0.0005163806,0.0009979359,0.03375728,0.7522713,0.00004436724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1299649,0.009924882,0.05950527,0.05032069,0.01080318,0.0004573254,0.0008935137,0.001244148,0.7368861],"genre_scores_gemma":[0.8608553,0.004044418,0.0145059,0.00325213,0.001790142,0.0002894186,0.0004237849,0.0006659761,0.1141729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01498001,"threshold_uncertainty_score":0.04305148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392640845","doi":"10.1080/01634372.2024.2326684","title":"Perceived Community Belonging as a Moderator: Effects of Childhood Abuse on Health and Well-Being Among Middle-Aged and Older Canadians","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Moderation; Psychology; Gerontology; Developmental psychology; Clinical psychology; Medicine; Social psychology","authors":[{"name":"Lei Chai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01727360742388611,"gpt":0.2855577710344508,"spread":0.2682841636105647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765989,0.0007378152,0.0009169347,0.001179018,0.004675325,0.001590035,0.001001295,0.0005738313,0.002567356],"category_scores_gemma":[0.005819262,0.0003001473,0.001595402,0.001712043,0.001199499,0.0006448421,0.002396266,0.001205866,0.0001005275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009771789,"about_ca_system_score_gemma":0.02209946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9576124,"about_ca_topic_score_gemma":0.9765649,"domain_scores_codex":[0.9983802,0.0002659989,0.00007353775,0.0002096441,0.0003582886,0.0007123644],"domain_scores_gemma":[0.9975388,0.0003334481,0.000498608,0.0001299338,0.0006237477,0.0008755206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001757216,0.00006257806,0.9906253,0.00005195276,0.0002567259,0.00007065891,0.002364117,0.00004788505,0.000103746,0.0001945246,0.0003147426,0.005732192],"study_design_scores_gemma":[0.000006837205,0.00005427423,0.9953224,0.00007042655,0.0001552838,0.00002834256,0.003507783,0.00008972542,0.00003712953,0.00007145412,0.0006453995,0.00001097248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956185,0.001554155,0.00009182253,0.0004923857,0.00004128996,0.0000371824,0.0005744598,0.000004879111,0.001585258],"genre_scores_gemma":[0.9985003,0.0005808594,0.0001327366,0.0001015393,0.00001208198,0.00001699818,0.0002134656,0.000002558648,0.0004393453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0423876,"threshold_uncertainty_score":0.0852744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988737075","doi":"10.1080/01634372.2015.1032469","title":"Inuit Elderly: A Systematic Review of Peer Reviewed Journal Articles","year":2015,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Systematic review; Peer review; Gerontology; Bridge (graph theory); Psychology; Sociology; Medicine; MEDLINE; Political science","authors":[{"name":"Balvinder K. Somogyi","is_ca":true},{"name":"Melanie Barker","is_ca":true},{"name":"C B Maclean","is_ca":true},{"name":"Pamela Grischkan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2237479078701287,"gpt":0.4860643865207582,"spread":0.2623164786506295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01267124,0.00181472,0.007438811,0.02432593,0.00165201,0.003111807,0.002741492,0.001770552,0.006023113],"category_scores_gemma":[0.06129054,0.001258707,0.005094854,0.02262602,0.001062584,0.003844358,0.002497211,0.001089229,0.0005242837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005105926,"about_ca_system_score_gemma":0.02461803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185708,"about_ca_topic_score_gemma":0.04274394,"domain_scores_codex":[0.9858554,0.003759761,0.005683811,0.0008958573,0.003382483,0.0004227938],"domain_scores_gemma":[0.9551594,0.02693598,0.009097415,0.0007937957,0.007361047,0.0006524419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001265507,0.00002252572,0.001007274,0.9579601,0.004076341,0.0003444917,0.0007038337,0.00004295394,0.0001885418,0.0001696124,0.002797238,0.03256063],"study_design_scores_gemma":[0.0001558981,0.0001618545,0.004640559,0.9298143,0.03491087,0.0006204521,0.00113078,0.00004142901,0.0001882594,0.0002209615,0.0280706,0.00004396313],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002286183,0.9934196,0.0003016316,0.0004742527,0.000241532,0.001450762,0.001196904,0.00001642354,0.0006128176],"genre_scores_gemma":[0.01796935,0.9773664,0.001131395,0.0007089585,0.0001451569,0.001864168,0.0005186114,0.0000107507,0.0002852024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02432593,"threshold_uncertainty_score":0.06701279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038538971","doi":"10.1080/01634372.2011.647388","title":"Service Coordination for Frail Elderly Individuals: An Analysis of Case Management Practices in Québec","year":2012,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Case management; Exploratory research; Context (archaeology); Service (business); Process management; Qualitative research; Business; Psychology; Sociology; Knowledge management; Nursing; Medicine; Computer science; Marketing","authors":[{"name":"Sébastien Carrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1337496379681783,"gpt":0.5066663371188102,"spread":0.3729166991506318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004996134,0.0002866061,0.0002828424,0.003162395,0.006426936,0.002706811,0.001860735,0.0009639991,0.001983817],"category_scores_gemma":[0.01926662,0.0002821825,0.0002952025,0.005107264,0.002091968,0.0009619261,0.002300764,0.0008104815,0.0001154865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04999992,"about_ca_system_score_gemma":0.03890943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8367803,"about_ca_topic_score_gemma":0.9266485,"domain_scores_codex":[0.9949003,0.002535693,0.0002643122,0.0003012621,0.0009973201,0.001001134],"domain_scores_gemma":[0.9829618,0.007769964,0.00339396,0.0004473859,0.003151027,0.002275866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002165336,0.0005756268,0.3253462,0.00032974,0.00007409031,0.005484912,0.5640689,0.001037052,0.001044179,0.002493505,0.005610307,0.09371889],"study_design_scores_gemma":[0.0000253351,0.0001599245,0.4579684,0.0004757025,0.00002989574,0.00101147,0.5198009,0.002862019,0.0002554597,0.0003306263,0.01701822,0.00006208351],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955783,0.0005529007,0.0005070918,0.0009920771,0.000007767702,0.0001577938,0.00008936671,0.000008332448,0.002106215],"genre_scores_gemma":[0.9974739,0.0004404306,0.0008439731,0.0001559176,0.000004263242,0.00008259244,0.000114815,0.000005162465,0.0008789374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1632197,"threshold_uncertainty_score":0.3627765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306779886","doi":"10.1080/01634372.2022.2135657","title":"Social Workers’ Involvement in Developing and Implementing Social Programs for Older Adults During the COVID-19 Pandemic in Nigeria: A Concept Paper and Suggestions for Action Plans","year":2022,"lang":"en","type":"review","venue":"Journal of Gerontological Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Psychosocial; Developing country; Economic growth; Social work; Action (physics); Political science; Coronavirus disease 2019 (COVID-19); Medicine; Public relations; Psychology; Disease; Psychiatry","authors":[{"name":"Anthony Obinna Iwuagwu","is_ca":false},{"name":"Daniel W. L. Lai","is_ca":false},{"name":"Christopher Ndubuisi Ngwu","is_ca":false},{"name":"Michael Kalu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2679299569527719,"gpt":0.4968933260197371,"spread":0.2289633690669652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01005355,0.000820814,0.00108047,0.003547132,0.001187535,0.002832034,0.001321652,0.002171941,0.00143121],"category_scores_gemma":[0.01215499,0.0005650443,0.001474753,0.003080828,0.0009087374,0.003437298,0.001929277,0.002554642,0.0001603534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304871,"about_ca_system_score_gemma":0.01718694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007595244,"about_ca_topic_score_gemma":0.02590648,"domain_scores_codex":[0.995373,0.00252474,0.0007894291,0.0002391471,0.0007501784,0.000323588],"domain_scores_gemma":[0.9909307,0.006419344,0.001089653,0.00008676315,0.00111735,0.0003562437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001140789,0.000220049,0.001882149,0.1899064,0.000339856,0.0003386933,0.006648441,0.0001501304,0.0002213708,0.005079724,0.006771341,0.7883276],"study_design_scores_gemma":[0.0001092883,0.0004736546,0.01134765,0.6610681,0.001538889,0.001335553,0.01724324,0.0002033103,0.0003651159,0.001889117,0.3043449,0.00008114945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001066201,0.9953929,0.0001168912,0.002088028,0.0003498882,0.00008717147,0.000009904568,0.000002110724,0.0008868416],"genre_scores_gemma":[0.009341475,0.9888453,0.0007404762,0.0006355717,0.00009449846,0.0001449325,0.00001412284,0.000001094818,0.0001826479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01005355,"threshold_uncertainty_score":0.05316889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051906917","doi":"10.1080/01634372.2012.690837","title":"Gerontological Social Workers' Perceived Efficacy for Influencing Client Outcomes","year":2012,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Baycrest Hospital","funders":"","keywords":"Social work; Psychology; Self-efficacy; Social support; Nursing; Social psychology; Medicine; Economic growth; Economics","authors":[{"name":"Robin P. Bonifas","is_ca":false},{"name":"Denise Gammonley","is_ca":false},{"name":"Kelsey Simons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1260648325424576,"gpt":0.4439877036775791,"spread":0.3179228711351215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009332425,0.0002512337,0.0003722666,0.0008918968,0.0007594889,0.001201942,0.0004775108,0.00048147,0.001378424],"category_scores_gemma":[0.03522142,0.0002634588,0.0004107015,0.0003843104,0.001038107,0.0004481767,0.001112984,0.001039338,0.0001840848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009425167,"about_ca_system_score_gemma":0.001684228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736571,"about_ca_topic_score_gemma":0.01121252,"domain_scores_codex":[0.9952552,0.002457258,0.0002849248,0.0002313755,0.001219222,0.0005520456],"domain_scores_gemma":[0.9774239,0.01299816,0.005073023,0.0009044525,0.00204941,0.001550967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004534878,0.0003635695,0.990759,0.00001181739,0.00002155776,0.00003807219,0.004152804,0.00007029137,0.000124296,0.00005666814,0.00004484825,0.00431164],"study_design_scores_gemma":[0.000008816354,0.000295536,0.9940692,0.00001316701,0.00001718827,0.00005881688,0.004880024,0.0003625609,0.00008984349,0.00006664209,0.0001328463,0.00000528872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999534,0.00002888384,0.00006783079,0.00004228444,9.151381e-7,0.00001105482,0.00001267465,0.000001653481,0.0003006779],"genre_scores_gemma":[0.9997782,0.00001888053,0.00008047474,0.00001040161,0.00000135779,0.00001012304,0.0000171223,0.00000101302,0.00008247465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009332425,"threshold_uncertainty_score":0.04935515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072019843","doi":"10.1080/01634370802561935","title":"Canadian-Jewish Seniors: Marriage/Cohabitation After Age 65","year":2008,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Cohabitation; Exploratory research; Qualitative research; Judaism; Psychology; Focus group; Gerontology; Lived experience; Gender studies; Medicine; Sociology; Political science; Geography; Social science","authors":[{"name":"Rachel Aber Schlesinger","is_ca":true},{"name":"Benjamin Schlesinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02317581760174569,"gpt":0.2794061979444399,"spread":0.2562303803426942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847317,0.0005226349,0.0006784426,0.00162453,0.02024167,0.002323407,0.001204802,0.0008762489,0.002344423],"category_scores_gemma":[0.004384419,0.0003615878,0.0003410428,0.00269973,0.004569631,0.000935839,0.002932504,0.001555888,0.0002164891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01484374,"about_ca_system_score_gemma":0.01924314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8788852,"about_ca_topic_score_gemma":0.9511226,"domain_scores_codex":[0.9983678,0.0003421368,0.00005571048,0.0001382715,0.0003446856,0.0007514333],"domain_scores_gemma":[0.9980384,0.0003758191,0.0002271963,0.00004923949,0.0004608458,0.0008485157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006418402,0.00004772654,0.03238276,0.00007777993,0.000007028938,0.001669933,0.9566841,0.00002189064,0.0006152708,0.0004304275,0.0007379266,0.007261006],"study_design_scores_gemma":[0.000002737605,0.00005200883,0.02341605,0.00005328023,0.000007205244,0.0003523358,0.9717995,0.00002037389,0.0001052526,0.00005041965,0.004125915,0.00001507944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964908,0.0004626391,0.00006983434,0.0003480642,0.00003508495,0.00004200024,0.00008267164,0.000003475832,0.002465529],"genre_scores_gemma":[0.9967949,0.0005503545,0.0001194332,0.0003167079,0.00001324228,0.00001864272,0.00005803112,0.000003912088,0.002124823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211148,"threshold_uncertainty_score":0.2436561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321498838","doi":"10.1080/01634372.2023.2181906","title":"Adventure and Spiritual Restoration: Older Adult Motivations for Undertaking a Pilgrimage on El Camino de Santiago","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pilgrimage; Spirituality; Snowball sampling; Adventure; Psychology; Gratitude; Narrative; Id, ego and super-ego; Social psychology; Aesthetics; Sociology; History; Art; Medicine; Art history","authors":[{"name":"Holly Nelson-Becker","is_ca":false},{"name":"Joseph G. Pickard","is_ca":false},{"name":"Florian Sichling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04371169669472467,"gpt":0.357943575193488,"spread":0.3142318784987633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000843054,0.0001437216,0.0001506102,0.0003188137,0.001436968,0.00106841,0.0003099671,0.0004627822,0.001753748],"category_scores_gemma":[0.002090529,0.0001250844,0.0001594535,0.0001769455,0.0009350503,0.0006734992,0.001433127,0.0006782871,0.0001057625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000871081,"about_ca_system_score_gemma":0.0008891539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005983273,"about_ca_topic_score_gemma":0.03312969,"domain_scores_codex":[0.9997421,0.0001314833,0.00001100782,0.00001945072,0.0000311555,0.00006486499],"domain_scores_gemma":[0.99927,0.000268993,0.0001673877,0.00002254402,0.00006700539,0.0002040948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001710421,0.0002820283,0.2906076,0.0004806991,0.00005190179,0.002081338,0.6585576,0.0001128171,0.001478619,0.002390272,0.00368674,0.04009941],"study_design_scores_gemma":[0.000006773513,0.0001174809,0.1848751,0.0001891016,0.00001755626,0.0006436144,0.80428,0.00009759892,0.0001425452,0.0002776393,0.009335248,0.00001745218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974541,0.0001685058,0.00006986552,0.0004410496,0.00001171968,0.0000109235,0.00002509183,0.000001854271,0.001816714],"genre_scores_gemma":[0.9986637,0.0002480841,0.000149427,0.0001234011,0.000004332043,0.0000125172,0.00002005999,0.000001510346,0.0007769881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005983273,"threshold_uncertainty_score":0.01189685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972227144","doi":"10.1080/01634370802609312","title":"Social Work Student Interest in Nursing Home Employment: A North American Study","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Social work; Work (physics); Nursing; Psychology; Medicine; Political science","authors":[{"name":"Kelsey Simons","is_ca":true},{"name":"Robin P. Bonifas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102204615211234,"gpt":0.4613970334650576,"spread":0.3511765719439343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483493,0.0001577815,0.000290385,0.001001567,0.002517465,0.001278035,0.0004552523,0.0006477297,0.00141129],"category_scores_gemma":[0.00221255,0.0003047341,0.0002310225,0.001197241,0.0009793446,0.0008658668,0.001146556,0.001300576,0.0002854377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126386,"about_ca_system_score_gemma":0.001779036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1070328,"about_ca_topic_score_gemma":0.2166936,"domain_scores_codex":[0.9992467,0.0002400881,0.00004604183,0.00006853791,0.0002100152,0.000188605],"domain_scores_gemma":[0.9976308,0.000497332,0.0004647936,0.00007351578,0.0005088982,0.000824667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006310824,0.0006439905,0.9659399,0.00002182313,0.00001749674,0.0001243375,0.02787807,0.000008964543,0.0001963355,0.00007050003,0.0004880575,0.004547416],"study_design_scores_gemma":[0.000006807482,0.0001463531,0.9463634,0.00003059964,0.00001168322,0.0001396078,0.05210427,0.00005683963,0.00004109013,0.00002661115,0.001066357,0.000006383752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990931,0.00005789175,0.00001066628,0.0001068883,0.000005989728,0.000007033616,0.00002795868,3.821717e-7,0.0006901332],"genre_scores_gemma":[0.9992571,0.0001959647,0.00002516221,0.0001566885,0.000009614559,0.00001216078,0.00004084222,0.000001070631,0.000301265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1070328,"threshold_uncertainty_score":0.2128196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030436953","doi":"10.1080/01634372.2014.939384","title":"Observing Women Caregivers’ Everyday Experiences: New Ways of Understanding and Intervening","year":2014,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Family and Disability Support Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Gesture; Psychology; Psychological intervention; Nonverbal communication; Intervention (counseling); Lived experience; Developmental psychology; Social psychology; Psychotherapist","authors":[{"name":"Marjorie Silverman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2531416642876661,"gpt":0.3598329880773333,"spread":0.1066913237896672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007885734,0.001107901,0.0005621637,0.001975972,0.005802279,0.007730398,0.001849848,0.002151672,0.002543607],"category_scores_gemma":[0.01462316,0.0008203897,0.0005380503,0.0009719126,0.0170239,0.009844078,0.008582313,0.003027858,0.0003278983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631188,"about_ca_system_score_gemma":0.003649824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005507937,"about_ca_topic_score_gemma":0.01452072,"domain_scores_codex":[0.9931141,0.005529154,0.0001495675,0.0003900277,0.0003405555,0.0004766912],"domain_scores_gemma":[0.9922264,0.005440994,0.0006329747,0.0006343145,0.0004163941,0.0006490794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002497053,0.00005211805,0.003143467,0.000173412,0.000007658246,0.0004793926,0.9657294,0.00003046099,0.0008634561,0.004594356,0.0007427757,0.02415858],"study_design_scores_gemma":[0.00002159519,0.0001164547,0.00553246,0.0008807168,0.00003828019,0.001020586,0.9194527,0.0001517683,0.0009043672,0.01195536,0.05988273,0.00004305222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7564272,0.02274747,0.08809935,0.03242915,0.0009664396,0.0005779769,0.0001763527,0.0003657062,0.09821039],"genre_scores_gemma":[0.9636055,0.006902094,0.02210643,0.001423904,0.0001359557,0.000454279,0.00004320542,0.00006813477,0.005260537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007885734,"threshold_uncertainty_score":0.0417043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030848338","doi":"10.1300/j083v46n02_05","title":"Negotiating Relationship Contexts in Gerontological Social Work Practice","year":2005,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Negotiation; Social work; Thematic analysis; Psychological intervention; Context (archaeology); Psychology; Intervention (counseling); Gerontological nursing; Health care; Nursing; Social psychology; Applied psychology; Sociology; Qualitative research; Medicine; Political science","authors":[{"name":"Elsa Marziali","is_ca":true},{"name":"Cindy Brcko","is_ca":true},{"name":"Renee Climans","is_ca":true},{"name":"Arlene Consky","is_ca":true},{"name":"Mona Munro","is_ca":true},{"name":"Melissa Tafler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1155540791083866,"gpt":0.4440865559947122,"spread":0.3285324768863256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01477928,0.0005219482,0.0005120956,0.001922708,0.01295451,0.005958261,0.002258434,0.002491019,0.003640175],"category_scores_gemma":[0.02124761,0.0005342346,0.0003916772,0.001229278,0.01530894,0.004474051,0.01374831,0.00255458,0.0003842422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003301865,"about_ca_system_score_gemma":0.007532876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284159,"about_ca_topic_score_gemma":0.004919907,"domain_scores_codex":[0.9641961,0.03106577,0.000563721,0.0009758905,0.001499872,0.001698738],"domain_scores_gemma":[0.9826936,0.01077436,0.00225055,0.0005558729,0.000955676,0.002769943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005047211,0.0004090919,0.01392112,0.0005980023,0.00003160793,0.001935467,0.9144631,0.0002386233,0.0008262465,0.01114766,0.001478869,0.05489973],"study_design_scores_gemma":[0.0000331671,0.000227239,0.0082753,0.000489287,0.0000174272,0.001962427,0.9455369,0.0003171206,0.0003138642,0.01199123,0.03079904,0.00003704273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309526,0.004666263,0.01390438,0.01045422,0.0002676454,0.0003074155,0.0000150073,0.0000879055,0.03934452],"genre_scores_gemma":[0.9934999,0.0010008,0.003743121,0.0004735262,0.00005336588,0.0001127708,0.000006970588,0.00001271099,0.001096715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477928,"threshold_uncertainty_score":0.07816118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W84194763","doi":"10.1300/j083v36n03_04","title":"Gerontological Social Work Practice","year":2002,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Social work; Poverty; Restructuring; Psychological resilience; Work (physics); Context (archaeology); Action (physics); Social security; Set (abstract data type); Sociology; Globalization; Economic growth; Public relations; Political science; Psychology; Social psychology; Economics; Geography","authors":[{"name":"Lilian M. Wells","is_ca":true},{"name":"Laura E. Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1375901214589231,"gpt":0.426232484275041,"spread":0.2886423628161179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249916,0.0003258394,0.0002551244,0.001155438,0.009656764,0.002655537,0.001499073,0.001245971,0.04681474],"category_scores_gemma":[0.00487477,0.000162557,0.0002475924,0.001223056,0.005298655,0.0008505649,0.005081936,0.001173549,0.004299884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285426,"about_ca_system_score_gemma":0.06430186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3711429,"about_ca_topic_score_gemma":0.5628133,"domain_scores_codex":[0.9968017,0.0007330374,0.00009152164,0.0001992298,0.000835353,0.001339101],"domain_scores_gemma":[0.9915704,0.0003942752,0.0003054198,0.0002573513,0.001521112,0.005951547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009246084,0.0005936687,0.06300228,0.0007852062,0.0000296576,0.003099668,0.1029219,0.0004484978,0.001898789,0.04492528,0.3812038,0.4009988],"study_design_scores_gemma":[0.00002729989,0.0001248282,0.04987694,0.00106268,0.000008043539,0.001263272,0.05209483,0.0001721409,0.0002093971,0.00741476,0.8877245,0.00002139595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2481386,0.01634322,0.002231593,0.1507668,0.003183733,0.0004019943,0.0004340874,0.0002938987,0.5782062],"genre_scores_gemma":[0.7900348,0.007743068,0.001498178,0.01153496,0.0004241767,0.00009952004,0.0002077654,0.00004119458,0.1884163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3711429,"threshold_uncertainty_score":0.7379651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758203444","doi":"10.1080/01634372.2017.1384778","title":"Boomer Matters: Responding to Emotional Health Needs in an Aging Society","year":2017,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Baby boomers; Successful aging; Psychology; Gerontology; Emotional health; Medicine; Psychotherapist; Mental health","authors":[{"name":"Deborah O’Connor","is_ca":true},{"name":"Elizabeth Kelson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1370232050221505,"gpt":0.4670169232917536,"spread":0.3299937182696032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262338,0.0002451525,0.0002695334,0.0004362747,0.004418473,0.001725863,0.0004759421,0.0008390269,0.00259111],"category_scores_gemma":[0.002380291,0.0001990971,0.0001748363,0.0004059929,0.001783992,0.001462987,0.003349884,0.001231758,0.0002401718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009105261,"about_ca_system_score_gemma":0.001599329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008234875,"about_ca_topic_score_gemma":0.02841557,"domain_scores_codex":[0.9992188,0.0003377007,0.00002338063,0.00004056118,0.00007828116,0.0003012916],"domain_scores_gemma":[0.9988716,0.0001970132,0.0001890228,0.0000340705,0.0001002807,0.0006080321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001676517,0.0004062269,0.2587083,0.0002883914,0.0000489739,0.002580963,0.6245361,0.00006096766,0.004005152,0.0019405,0.01053385,0.09672286],"study_design_scores_gemma":[0.000007824027,0.0002565702,0.09844357,0.00008561459,0.00002013851,0.000985699,0.8762735,0.0000709958,0.0002036988,0.0003677947,0.02326881,0.00001583732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934557,0.0004734,0.0001520956,0.002338465,0.00006079478,0.00001913542,0.00001621277,0.000009970056,0.003474271],"genre_scores_gemma":[0.9957151,0.0006332101,0.0003042863,0.001404742,0.00003331924,0.00001672552,0.00002674319,0.0000090003,0.001856751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008234875,"threshold_uncertainty_score":0.01637393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}