{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"228df52292e3","filters":{"venue":"Practice"}},"results":[{"id":"W2092970199","doi":"10.1080/09503153.2013.786695","title":"Multiprofessional Views on Older Patients’ Participation in Care Planning Meetings in a Hospital Context","year":2013,"lang":"en","type":"article","venue":"Practice","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Multidisciplinary approach; Context (archaeology); Citizen journalism; Focus group; Resource (disambiguation); Nursing; Patient participation; Health care; Medicine; Psychology; Public relations; Sociology; Political science","authors":[{"name":"Sarah Donnelly","is_ca":true},{"name":"Janet Carter-Anand","is_ca":true},{"name":"Suzanne Cahill","is_ca":true},{"name":"Brenda Mehigan","is_ca":false},{"name":"Desmond O’Neill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1840546320126039,"gpt":0.4866985237524118,"spread":0.302643891739808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004787579,0.0001968632,0.0002797562,0.0002182323,0.000428916,0.00001702618,0.0002766905,0.0002475797,0.0002716215],"category_scores_gemma":[0.008094869,0.0001839952,0.00003509621,0.0003374884,0.00003522349,0.001057427,0.0002102577,0.001501291,0.00109058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387988,"about_ca_system_score_gemma":0.0002470449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816937,"about_ca_topic_score_gemma":0.0006498484,"domain_scores_codex":[0.9947501,0.002795531,0.001062731,0.0003851136,0.0004184683,0.0005881011],"domain_scores_gemma":[0.9929764,0.004790551,0.0007826702,0.0005587622,0.0007442051,0.000147417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334271,0.0006968232,0.7776821,0.0002014463,0.000004925571,0.000002296134,0.2112631,0.00003947836,0.00001083079,0.0002406101,0.002659653,0.007065349],"study_design_scores_gemma":[0.002596287,0.0002008407,0.8108497,0.001554702,0.00000713419,1.107395e-7,0.1662868,0.0005487787,0.00001224661,0.00006355776,0.01766652,0.0002133357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748445,0.001037119,0.000007962258,0.01105112,0.000866451,0.003665188,0.000009645282,0.00006804862,0.008449981],"genre_scores_gemma":[0.9893463,0.00002638898,0.001183869,0.005719976,0.000066218,0.003407846,0.0001023198,0.00003449421,0.0001126353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04497634,"threshold_uncertainty_score":0.9996872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088085643","doi":"10.1080/09503150500425091","title":"A clash of cultures: Rural values and service delivery to mistreated and neglected older people in Eastern Canada","year":2005,"lang":"en","type":"article","venue":"Practice","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neglect; Harm; Public relations; Centralisation; Service delivery framework; Service (business); Political science; Sociology; Psychology; Medicine; Business; Nursing; Social psychology; Law","authors":[{"name":"Joan R. Harbison","is_ca":false},{"name":"Stephen Coughlan","is_ca":false},{"name":"Jeff Karabanow","is_ca":false},{"name":"Madine VanderPlaat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008695339906175556,"gpt":0.2893752217458228,"spread":0.2806798818396472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001055613,0.00007357259,0.0001166313,0.00003413157,0.0001159019,0.00004131766,0.00007801411,0.00004936247,0.00002579517],"category_scores_gemma":[0.000351119,0.00007056385,0.000007675114,0.0003789008,0.00002206905,0.0003765476,0.00003289415,0.00008942305,0.000003085712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000648524,"about_ca_system_score_gemma":0.0002646956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8852707,"about_ca_topic_score_gemma":0.9907503,"domain_scores_codex":[0.9991837,0.0001745416,0.0001245249,0.0001333785,0.0002019533,0.0001819017],"domain_scores_gemma":[0.9992385,0.0003675112,0.00006196965,0.00007199992,0.000154437,0.000105564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008995473,0.000614273,0.1772138,0.0002378898,0.0002394067,0.00007239767,0.7210279,0.0001649075,0.01724498,0.0002530252,0.02193624,0.06009567],"study_design_scores_gemma":[0.004835357,0.0003593809,0.3976743,0.001306703,0.0004635502,0.0000839413,0.3236223,0.001837926,0.005711685,0.0002334992,0.262474,0.001397337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783154,0.0007802889,0.000002417579,0.01696143,0.00002575539,0.0001512396,0.00000340573,0.0000140155,0.003746022],"genre_scores_gemma":[0.9961874,0.0008864101,0.0002749393,0.002219861,0.00005754613,0.000005491947,0.000002094054,0.000005224624,0.0003610179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3974055,"threshold_uncertainty_score":0.287751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754841963","doi":"10.1080/09503153.2017.1372738","title":"Best Interests Assessor Role: An Opportunity or a ‘Dead End’ for Adult Social Workers?","year":2017,"lang":"en","type":"article","venue":"Practice","topic":"Healthcare innovation and challenges","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":"Blackberry (Canada)","funders":"","keywords":"Judgement; Commission; Supreme court; Work (physics); Political science; Dead end; Law; Human rights; Vulnerable adult; Psychology; Social psychology; Engineering","authors":[{"name":"Rachel Hubbard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3528794259848551,"gpt":0.5490575877166488,"spread":0.1961781617317938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002003472,0.00009845817,0.0001518046,0.00003961026,0.002575192,0.0004983662,0.0004810107,0.0001919495,0.000326811],"category_scores_gemma":[0.02834656,0.00009161652,0.00004055477,0.0000810283,0.0001966522,0.001947845,0.00005476564,0.0002797117,0.00004895581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009805021,"about_ca_system_score_gemma":0.00107239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867699,"about_ca_topic_score_gemma":0.05714433,"domain_scores_codex":[0.9984416,0.0003974248,0.0002466852,0.0002340127,0.000344096,0.0003362307],"domain_scores_gemma":[0.9968933,0.0007552778,0.0005311154,0.0002817571,0.001304197,0.0002343887],"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":[0.0005601318,0.0006732478,0.001712883,0.00005447921,0.00005559784,0.00002178915,0.03841085,3.332973e-8,0.00002808457,0.1958127,0.009473159,0.7531971],"study_design_scores_gemma":[0.0003250256,0.0001446592,0.001668816,0.00002514682,0.00002523196,0.000002078694,0.162658,0.00002070494,0.00001883252,0.001133495,0.8338348,0.0001431662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09931096,0.00005703162,0.0003411384,0.6740381,0.001374904,0.0007281086,0.00004088691,0.0001647699,0.2239441],"genre_scores_gemma":[0.9896779,0.0001335673,0.001506103,0.003730012,0.00137417,0.00007484408,0.000009312892,0.00001543446,0.003478633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.890367,"threshold_uncertainty_score":0.9987233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375859094","doi":"10.1080/09503153.2023.2208782","title":"Supporting Indigenous Kinship Caregivers","year":2023,"lang":"en","type":"article","venue":"Practice","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia","funders":"Victoriastiftelsen","keywords":"Kinship; Indigenous; Kinship care; General partnership; Family caregivers; Sociology; Psychology; Gerontology; Political science; Gender studies; Medicine; Anthropology; Law","authors":[{"name":"Susan Burke","is_ca":true},{"name":"Jane Bouey","is_ca":false},{"name":"Carol Madsen","is_ca":false},{"name":"Louise Costello","is_ca":false},{"name":"Glen Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03650234759993588,"gpt":0.3933336732135739,"spread":0.356831325613638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001172612,0.00003914553,0.00004638235,0.00005027185,0.0006237271,0.00007932517,0.000102426,0.00004479359,0.0001276942],"category_scores_gemma":[0.002322044,0.00004267138,0.00002795671,0.0004440249,0.00003931178,0.0005261367,0.00002461752,0.0001070213,0.0008635776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006116407,"about_ca_system_score_gemma":0.0001312829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00482227,"about_ca_topic_score_gemma":0.000672649,"domain_scores_codex":[0.9991308,0.0001485093,0.00008230466,0.0001134267,0.0002568696,0.0002680827],"domain_scores_gemma":[0.9992509,0.0004426197,0.00009676094,0.00007959604,0.00006466417,0.00006549035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005771111,0.0001244462,0.02356555,0.00003172591,0.00006942951,0.0004418352,0.6994511,0.00007831931,0.0002620446,0.05155809,0.04377728,0.1805825],"study_design_scores_gemma":[0.00006798355,0.00001112618,0.004300913,0.000003953743,0.00001666888,0.000002451561,0.0642364,0.000004160035,0.00002548205,0.0005625995,0.9306985,0.0000697916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4705933,0.00009057748,0.00007540885,0.02933383,0.000769258,0.0002621245,0.000003791358,0.0005915759,0.4982801],"genre_scores_gemma":[0.9955108,0.000201179,0.0001159447,0.0005380105,0.0003365256,0.000003768732,0.000009190733,0.000006423005,0.003278119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8869212,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047368431","doi":"10.1080/09503153.2014.970157","title":"Supportive Practice with Carers of People with Substance Misuse Problems","year":2014,"lang":"en","type":"article","venue":"Practice","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institutes of Health; National Institute for Health and Care Research","keywords":"Feeling; Focus group; Voluntary sector; Social work; Substance misuse; Quarter (Canadian coin); Family support; Social support; Psychology; Drug misuse; Medicine; Nursing; Psychiatry; Drug; Social psychology; Mental health; Public relations","authors":[{"name":"Jill Manthorpe","is_ca":false},{"name":"Jo Moriarty","is_ca":false},{"name":"Michelle Cornes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03914559300669919,"gpt":0.3677815170782895,"spread":0.3286359240715903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220548,0.0001044323,0.0001729886,0.00005287847,0.0002449366,0.00004555429,0.0001599157,0.00007541199,0.00006520912],"category_scores_gemma":[0.00354888,0.00008309281,0.00001523648,0.0006639416,0.000189797,0.00124763,0.000009138274,0.0002438395,0.00002286149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007917026,"about_ca_system_score_gemma":0.0005249478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149553,"about_ca_topic_score_gemma":0.02650813,"domain_scores_codex":[0.9978853,0.0006463586,0.0002372473,0.0002402687,0.000697393,0.0002934557],"domain_scores_gemma":[0.9954556,0.001826868,0.0006182947,0.0002267763,0.001746946,0.0001255639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001651927,0.0009001308,0.01088573,0.000387401,0.0002458951,0.00003835951,0.5196748,0.0000562073,0.0001189247,0.4476254,0.002137762,0.01627752],"study_design_scores_gemma":[0.000427636,0.0003982591,0.0007772938,0.00006540892,0.00005241562,0.00001635723,0.1967308,0.000009458216,0.0001271579,0.0001023816,0.8011368,0.0001560297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1370935,0.000401837,0.004052107,0.3344107,0.0002308267,0.001029555,0.000007560017,0.0001889687,0.522585],"genre_scores_gemma":[0.991752,0.0004413242,0.005582583,0.001572771,0.00009033649,0.00003404678,0.000003317928,0.00001638238,0.0005072935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8546585,"threshold_uncertainty_score":0.9912556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}