{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"77d22d24e880","filters":{"venue":"Military Behavioral Health"}},"results":[{"id":"W2803933179","doi":"10.1080/21635781.2018.1459973","title":"A Critical Outlook on Combat-Related PTSD: Review and Case Reports of Guilt and Shame as Drivers for Moral Injury","year":2018,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Canada; Department of National Defence","funders":"","keywords":"Moral injury; Shame; Psychology; Anger; Anxiety; Conceptualization; Suicidal ideation; Distress; Affect (linguistics); Mental health; Clinical psychology; Poison control; Psychotherapist; Suicide prevention; Social psychology; Psychiatry; Medicine","authors":[{"name":"Eric Vermetten","is_ca":false},{"name":"Rakesh Jetly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1209116353945232,"gpt":0.505743423658251,"spread":0.3848317882637278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008104618,0.001503436,0.001675903,0.008918482,0.000691498,0.001396318,0.00156178,0.002840575,0.001675761],"category_scores_gemma":[0.003430799,0.0004636724,0.0008537409,0.007861499,0.001434711,0.002655321,0.001323806,0.001715456,0.0009035264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009057499,"about_ca_system_score_gemma":0.001451962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311862,"about_ca_topic_score_gemma":0.002534733,"domain_scores_codex":[0.9992193,0.0001923708,0.0002625451,0.0001009895,0.0001645548,0.00006031326],"domain_scores_gemma":[0.9975092,0.001269508,0.0007637508,0.00006157783,0.0002682636,0.0001276661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002072885,0.0002226652,0.005914378,0.07808203,0.0003943861,0.06592043,0.002219948,0.0007883874,0.002165822,0.005817216,0.1235259,0.7147416],"study_design_scores_gemma":[0.00003118624,0.0002778716,0.008894009,0.05731833,0.0005723296,0.3001713,0.003231384,0.0002514147,0.0005327458,0.004422643,0.6241405,0.0001561513],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007309804,0.9970194,0.0001575325,0.0008512819,0.0006266268,0.000009771007,0.00001358942,0.000009364783,0.0005814749],"genre_scores_gemma":[0.006471268,0.9894085,0.000356408,0.001715376,0.001651461,0.00002130304,0.00003157391,0.000004052737,0.0003400537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008918482,"threshold_uncertainty_score":0.00657171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969020014","doi":"10.1080/21635781.2019.1644260","title":"Impact of Canadian Armed Forces Veterans’ Mental Health Problems on the Family During the Military to Civilian Transition","year":2019,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Manitoba; Mount Saint Vincent University; Queen's University","funders":"","keywords":"Mental health; Stressor; Affect (linguistics); Psychology; Psychiatry; Focus group; Psychological resilience; Military personnel; Mental illness; Medicine; Social psychology; Political science; Sociology","authors":[{"name":"Heidi Cramm","is_ca":true},{"name":"Deborah Norris","is_ca":true},{"name":"Kelly Dean Schwartz","is_ca":true},{"name":"Linna Tam‐Seto","is_ca":true},{"name":"Ashley Williams","is_ca":true},{"name":"Alyson Mahar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08697524409953951,"gpt":0.403881635405932,"spread":0.3169063913063925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516775,0.0001942283,0.0001889374,0.0009705672,0.01062554,0.001848555,0.0007030546,0.0003774796,0.002798746],"category_scores_gemma":[0.004433843,0.0001581476,0.0002362637,0.0009563176,0.002452732,0.0007609969,0.001933143,0.0006944411,0.00008772992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03097633,"about_ca_system_score_gemma":0.03080606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9171286,"about_ca_topic_score_gemma":0.966081,"domain_scores_codex":[0.9985833,0.000456386,0.00003004794,0.00008587375,0.0003014157,0.0005430846],"domain_scores_gemma":[0.9984175,0.0003679958,0.0002517836,0.00004779434,0.0005109523,0.0004040641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002157725,0.0001873893,0.4169736,0.0001801543,0.00005161261,0.001972787,0.5225065,0.0002788334,0.001762221,0.00253639,0.006026316,0.04730848],"study_design_scores_gemma":[0.000005544695,0.00005994585,0.2968182,0.00008198035,0.00001752994,0.0002518847,0.692722,0.0001205578,0.0003304471,0.0001459113,0.009422298,0.00002369922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992284,0.0004221421,0.00004723051,0.001077273,0.00001866164,0.00002388086,0.0001270224,0.000002116054,0.005997601],"genre_scores_gemma":[0.9988405,0.0003007921,0.00004573478,0.0001381221,0.00000348859,0.0000089321,0.00003866401,0.000001086677,0.0006227755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08287144,"threshold_uncertainty_score":0.22475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2733919919","doi":"10.1080/21635781.2017.1335256","title":"Spousal Perceptions of Military Members’ Health and Their Well-Being and Divorce Considerations: The Role of Caregiver Burden","year":2017,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University; Defence Research and Development Canada","funders":"","keywords":"Caregiver burden; Mental health; Psychological distress; Psychology; Distress; Mediation; Clinical psychology; Partner effects; Psychiatry; Medicine; Disease","authors":[{"name":"Alla Skomorovsky","is_ca":true},{"name":"Ekaterina Martynova","is_ca":true},{"name":"Jennifer E. C. Lee","is_ca":true},{"name":"Sanela Dursun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905385419684675,"gpt":0.325049062674808,"spread":0.3059952084779613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009811163,0.0002078783,0.000188941,0.0004137905,0.001466026,0.000729062,0.0002609145,0.0001990316,0.002404752],"category_scores_gemma":[0.004052402,0.0001235296,0.0002280076,0.0003262961,0.0005273877,0.0004537223,0.0008650685,0.0004227392,0.0000800496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112576,"about_ca_system_score_gemma":0.00187364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1945669,"about_ca_topic_score_gemma":0.3855414,"domain_scores_codex":[0.9996816,0.0001032161,0.00001893739,0.00001976537,0.00007849336,0.00009801373],"domain_scores_gemma":[0.999105,0.0001712462,0.0003287763,0.00004144681,0.0001191187,0.0002344311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004353947,0.00003819748,0.9883233,0.00001075639,0.00002986378,0.00005666598,0.006084244,0.00002264985,0.0001033234,0.00008866252,0.0001158961,0.005082922],"study_design_scores_gemma":[0.000002026912,0.00002954484,0.9867913,0.00001953702,0.00001337134,0.00005483213,0.01269546,0.0000802612,0.00002598275,0.00003865104,0.000245386,0.000003670148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992563,0.0001707636,0.00002266435,0.00009141086,0.000002609465,0.000003307575,0.00002225542,3.040844e-7,0.0004304125],"genre_scores_gemma":[0.9997413,0.00009525523,0.00002013553,0.00001445346,0.000001665578,0.000001868678,0.00001826782,1.418698e-7,0.0001070741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1945669,"threshold_uncertainty_score":0.3868688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989865215","doi":"10.1080/21635781.2019.1689875","title":"The Validation of the Military and Veteran Family Cultural Competency Model (MVF-CCM)","year":2019,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Cultural Competency in Health Care","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":"Dalhousie University; Queen's University","funders":"","keywords":"CLARITY; Focus group; Psychology; Medical education; Cultural competence; Resource (disambiguation); Qualitative property; Health care; Nursing; Applied psychology; Medicine; Pedagogy; Sociology; Political science; Computer science","authors":[{"name":"Linna Tam‐Seto","is_ca":true},{"name":"Terry Krupa","is_ca":true},{"name":"Heather Stuart","is_ca":true},{"name":"Patricia Lingley‐Pottie","is_ca":false},{"name":"Alice Aiken","is_ca":true},{"name":"Heidi Cramm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06309764566277985,"gpt":0.3755474151796241,"spread":0.3124497695168443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0650225,0.0004041833,0.0005582474,0.002288547,0.002235865,0.0024424,0.00176932,0.001112652,0.001395874],"category_scores_gemma":[0.1485819,0.0002440785,0.0008896082,0.00124874,0.003513712,0.002692208,0.003929132,0.002356307,0.0001696168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01121134,"about_ca_system_score_gemma":0.0391456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02924422,"about_ca_topic_score_gemma":0.04073673,"domain_scores_codex":[0.9574146,0.02774201,0.002158018,0.001169663,0.01031789,0.001197788],"domain_scores_gemma":[0.8795457,0.0798477,0.005777246,0.006710926,0.02525005,0.002868245],"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":[0.0001907601,0.0009724133,0.2341448,0.002037608,0.0001402999,0.0006274704,0.08040127,0.003681347,0.001811598,0.0522333,0.01046483,0.6132944],"study_design_scores_gemma":[0.0002661835,0.002702312,0.5299751,0.01982843,0.0003082407,0.004136541,0.2064928,0.04130952,0.008237248,0.06128965,0.1249641,0.0004898736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8454061,0.002821975,0.05670922,0.01667559,0.0005363966,0.00578531,0.0007873421,0.0001486714,0.07112938],"genre_scores_gemma":[0.9307466,0.0006336522,0.06409375,0.001030999,0.00002476194,0.002146041,0.0003099705,0.00002643001,0.0009878275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0650225,"threshold_uncertainty_score":0.3438759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804322194","doi":"10.1080/21635781.2018.1454365","title":"Moral Injury: What We Know and What We Need to Know","year":2018,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Department of National Defence","funders":"","keywords":"Need to know; Moral injury; Psychology; Engineering ethics; Internet privacy; Social psychology; Computer science; Computer security; Engineering","authors":[{"name":"Sanela Dursun","is_ca":true},{"name":"Kimberley Watkins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1122866662937485,"gpt":0.4549886055209403,"spread":0.3427019392271918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108588,0.001391823,0.004126129,0.002628482,0.004247111,0.009469477,0.002859114,0.01597431,0.009605931],"category_scores_gemma":[0.02815936,0.0009249666,0.001213598,0.002056391,0.01515187,0.03090467,0.003501079,0.02912467,0.004273204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004468675,"about_ca_system_score_gemma":0.01156086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099655,"about_ca_topic_score_gemma":0.02034491,"domain_scores_codex":[0.9960625,0.001798041,0.000531422,0.0004330982,0.0006834951,0.0004914147],"domain_scores_gemma":[0.9569728,0.02703895,0.002376348,0.001446608,0.007605126,0.00456017],"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":[0.0002217096,0.0004767505,0.005791494,0.01672799,0.0002408186,0.001334397,0.003724463,0.0002613937,0.0003766693,0.02284041,0.3720638,0.5759401],"study_design_scores_gemma":[0.0001140124,0.0004350829,0.01216798,0.08785364,0.0003595624,0.006994844,0.0573561,0.0006882864,0.0003408355,0.1582861,0.6749294,0.0004742382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001013387,0.5986623,0.000508275,0.3872146,0.01049819,0.00002456267,0.00009430879,0.00004297023,0.001941377],"genre_scores_gemma":[0.01561882,0.8112637,0.001297837,0.138786,0.03121599,0.0001269731,0.0001378349,0.00003114769,0.001521634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01597431,"threshold_uncertainty_score":0.05742753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104694101","doi":"10.1080/21635781.2020.1838364","title":"Perceptions of an AI-Supported Mobile App for Military Health in the Canadian Armed Forces","year":2020,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute of Health Services and Policy Research; Queen's University","funders":"IBM Canada; Canadian Institute for Military and Veteran Health Research; Mitacs","keywords":"Mental health; Popularity; Psychology; Population; Focus group; Perception; Medicine; Psychiatry; Social psychology; Environmental health; Business; Marketing","authors":[{"name":"Linna Tam‐Seto","is_ca":true},{"name":"Valerie M. Wood","is_ca":true},{"name":"Brooke Linden","is_ca":true},{"name":"Heather Stuart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0770882472772699,"gpt":0.409926182672863,"spread":0.3328379353955931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003838251,0.0004020492,0.0002960852,0.001173388,0.01055288,0.004314551,0.001031531,0.0008864226,0.003387831],"category_scores_gemma":[0.01161708,0.0003356095,0.0004798181,0.00124513,0.003188158,0.001538338,0.002633047,0.00151211,0.0002568818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02067136,"about_ca_system_score_gemma":0.03803139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9463149,"about_ca_topic_score_gemma":0.9656698,"domain_scores_codex":[0.9970114,0.0009042874,0.0001329586,0.0001503106,0.001191114,0.0006098221],"domain_scores_gemma":[0.9945919,0.001522405,0.0004926965,0.00009916272,0.001810618,0.001483161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001187574,0.0001947099,0.1236219,0.0003838731,0.00003601633,0.0009494254,0.8312337,0.0001095578,0.001201154,0.001855513,0.004570309,0.03572506],"study_design_scores_gemma":[0.00001142644,0.0001293555,0.09287925,0.0003557244,0.00004071915,0.0003021433,0.8853018,0.0003396162,0.0001966067,0.0001073052,0.02026406,0.00007194308],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861902,0.0006597651,0.0001880997,0.002634512,0.00004352853,0.00008479044,0.0001054408,0.000009825265,0.01008385],"genre_scores_gemma":[0.994958,0.001211649,0.0004241181,0.000672363,0.000007841189,0.00003578335,0.00006154289,0.00000954082,0.002619208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05368513,"threshold_uncertainty_score":0.1499819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027505304","doi":"10.1080/21635781.2014.963757","title":"A Scoping Review of Psychological Interventions for PTSD in Military Personnel and Veterans","year":2014,"lang":"en","type":"review","venue":"Military Behavioral Health","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Military personnel; Psychological intervention; Software deployment; Combat stress reaction; Psychology; Psychotherapist; Randomized controlled trial; Medicine; Clinical psychology; Psychiatry","authors":[{"name":"Alice Aiken","is_ca":true},{"name":"Mary Ann McColl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4088007780556219,"gpt":0.5287163171238666,"spread":0.1199155390682446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400616,0.001486605,0.004002534,0.008076209,0.0008570947,0.002230496,0.001592006,0.001990547,0.00583319],"category_scores_gemma":[0.01588173,0.0006761479,0.003700202,0.009018894,0.0006871589,0.001648772,0.001432698,0.00138453,0.0005559294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209298,"about_ca_system_score_gemma":0.008797651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007462971,"about_ca_topic_score_gemma":0.01891436,"domain_scores_codex":[0.9973724,0.0009280015,0.0008789075,0.000188027,0.000537146,0.00009557019],"domain_scores_gemma":[0.9908131,0.007278827,0.0009719384,0.0001066819,0.0007180752,0.0001113245],"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":[0.00009021006,0.00004235825,0.000155045,0.7558915,0.00118534,0.00009500254,0.0003243224,0.0001265737,0.0002019019,0.0007052519,0.004266042,0.2369165],"study_design_scores_gemma":[0.00005947003,0.0001364263,0.001468307,0.9110252,0.008112351,0.0003472047,0.0003266652,0.00005022539,0.0001899951,0.0005412769,0.07772127,0.00002177118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001414932,0.9992423,0.00005695171,0.0001214489,0.00006475398,0.00005380132,0.00003916983,0.000002781465,0.0002772265],"genre_scores_gemma":[0.001032701,0.9984572,0.000181032,0.0001244208,0.00002487343,0.00007032778,0.00003021067,0.000001150446,0.00007812569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008076209,"threshold_uncertainty_score":0.02118689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300572258","doi":"10.1080/21635781.2022.2098882","title":"Supporting Resilience in Military Families – from Research to Practice","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Resilience and Mental Health","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":"Canadian Armed Forces","funders":"","keywords":"Relocation; Psychological resilience; Mental health; Military personnel; Military psychology; Modernization theory; Psychology; Combat stress reaction; Face (sociological concept); Welfare; Resilience (materials science); Family resilience; Public relations; Meaning (existential); Political science; Sociology; Social psychology; Psychiatry; Law; Psychotherapist; Computer science","authors":[{"name":"Lynda Manser","is_ca":true},{"name":"Laurie Ogilvie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1082552652077697,"gpt":0.5421757896122293,"spread":0.4339205244044596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06051142,0.001042894,0.001651387,0.003159515,0.01262315,0.01192409,0.006910927,0.004312292,0.008959454],"category_scores_gemma":[0.09664836,0.0007648938,0.00129475,0.003905647,0.01479575,0.01061614,0.01658678,0.009664268,0.000996302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04740112,"about_ca_system_score_gemma":0.2758194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3593003,"about_ca_topic_score_gemma":0.5647656,"domain_scores_codex":[0.9724678,0.01638283,0.001162341,0.00129734,0.003672616,0.005017276],"domain_scores_gemma":[0.8657261,0.05190189,0.004090088,0.006132711,0.02578207,0.0463671],"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":[0.0002732048,0.0009882163,0.01537806,0.01287373,0.0003290963,0.001815953,0.109376,0.0005067722,0.0004378639,0.04133097,0.1852366,0.6314535],"study_design_scores_gemma":[0.0002710448,0.0007886078,0.02318723,0.1497353,0.0003680112,0.001156839,0.3670389,0.0003808216,0.0005677911,0.03993132,0.4162843,0.0002897884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0291574,0.2312911,0.001422777,0.6998695,0.005106275,0.0006983945,0.0002584538,0.0001770118,0.03201912],"genre_scores_gemma":[0.4676547,0.417201,0.01543692,0.0909616,0.002528195,0.00180034,0.0003077209,0.0001410481,0.003968524],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3593003,"threshold_uncertainty_score":0.7144178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292053117","doi":"10.1080/21635781.2022.2098886","title":"Introduction: Resilience in Military Families","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Department of National Defence","funders":"","keywords":"Operationalization; Military personnel; Stressor; Military psychology; Family resilience; Resilience (materials science); Psychological resilience; Psychology; Construct (python library); Political science; Social psychology; Psychiatry","authors":[{"name":"Alla Skomorovsky","is_ca":true},{"name":"Sanela Dursun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03416781999822291,"gpt":0.3984570701165097,"spread":0.3642892501182868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169978,0.0003816554,0.0003005161,0.0006958661,0.001642121,0.001961479,0.0006887905,0.00162316,0.01795196],"category_scores_gemma":[0.006324102,0.0001344319,0.0003231764,0.0006834046,0.001409993,0.002043951,0.002165764,0.002624686,0.002230637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108389,"about_ca_system_score_gemma":0.002593476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980417,"about_ca_topic_score_gemma":0.003762265,"domain_scores_codex":[0.9991027,0.00039769,0.0000725557,0.0001219691,0.0001933395,0.0001117987],"domain_scores_gemma":[0.997722,0.0009958833,0.0003797729,0.00007176594,0.0004109232,0.0004197118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004785397,0.0000684923,0.006818817,0.001611037,0.00002186362,0.0004905303,0.007942065,0.0001661861,0.0002916379,0.02334497,0.6933617,0.2658349],"study_design_scores_gemma":[0.00001457161,0.000119821,0.02911879,0.006474408,0.00002885175,0.003013933,0.009962773,0.0001820207,0.0002396339,0.01679084,0.9340164,0.00003798873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03128074,0.1531714,0.004026456,0.6454079,0.05325689,0.000218333,0.001172867,0.0002592974,0.1112062],"genre_scores_gemma":[0.3842678,0.3393954,0.007532159,0.1128507,0.06236664,0.0007978244,0.001462654,0.0002134462,0.09111328],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01795196,"threshold_uncertainty_score":0.06005532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200252759","doi":"10.1080/21635781.2021.2007186","title":"Risk Screening of Veterans Throughout the Life Course","year":2021,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Employment and Welfare Studies","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":"Department of National Defence; Canadian Armed Forces; Veterans Affairs Canada","funders":"","keywords":"Logistic regression; Veterans Affairs; Risk assessment; Service member; Military service; Medicine; Military personnel; Psychology; Gerontology; Computer security; Computer science","authors":[{"name":"Linda VanTil","is_ca":true},{"name":"Mary Beth MacLean","is_ca":true},{"name":"Julie Coulthard","is_ca":true},{"name":"Rebecca K. Murray","is_ca":true},{"name":"Susan V. Lourenso","is_ca":true},{"name":"Joseph J. Camarda","is_ca":true},{"name":"Toby Lea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1214799865407451,"gpt":0.4890849640185078,"spread":0.3676049774777627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329458,0.0002507169,0.0002522685,0.001210034,0.0008330938,0.0004137064,0.0004972236,0.0001768505,0.001451061],"category_scores_gemma":[0.004662697,0.0001514333,0.0004119107,0.001270841,0.0001620435,0.0002274685,0.0005502108,0.0005568752,0.0001327522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002678253,"about_ca_system_score_gemma":0.006045175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5937536,"about_ca_topic_score_gemma":0.8023802,"domain_scores_codex":[0.9994381,0.0001404198,0.00005164437,0.00003916372,0.0001655137,0.0001652052],"domain_scores_gemma":[0.9987418,0.0001502833,0.0003389886,0.00007824737,0.0004746072,0.0002161743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005762208,0.00007410523,0.9746805,0.00003575929,0.00002047016,0.00005712151,0.0007772322,0.0001730151,0.0001204838,0.0001555455,0.001425442,0.02242275],"study_design_scores_gemma":[0.000006682751,0.00009172372,0.9970466,0.00005482728,0.00001408364,0.00006208634,0.0005460393,0.0005432394,0.0001193892,0.0001093012,0.001399302,0.000006729207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937366,0.0006200679,0.0006578462,0.0006510079,0.00001980083,0.0002579267,0.001476674,0.00002676708,0.002553189],"genre_scores_gemma":[0.9946058,0.0005744469,0.001795658,0.0001016291,0.00001137276,0.0001517238,0.001251819,0.000004133813,0.001503245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5937536,"threshold_uncertainty_score":0.8172777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206628845","doi":"10.1080/21635781.2021.2007184","title":"Qualitative Inquiry on the Health and Well-Being of Canadian Armed Forces Members and Veterans during Medical Release","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","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":"Department of National Defence","funders":"","keywords":"Thematic analysis; Stressor; Mental health; Qualitative research; Psychology; Psychological resilience; Military personnel; Medicine; Nursing; Psychiatry; Psychotherapist; Political science; Sociology","authors":[{"name":"Lisa Williams","is_ca":true},{"name":"Alla Skomorovsky","is_ca":true},{"name":"Cynthia Wan","is_ca":true},{"name":"Jennifer E. C. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1537277131931983,"gpt":0.4744657545166239,"spread":0.3207380413234256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009133501,0.0006542606,0.0006151241,0.002351932,0.02334171,0.004719975,0.002077795,0.001309629,0.003953841],"category_scores_gemma":[0.01241452,0.0004379675,0.0004436073,0.003280929,0.0109232,0.001801481,0.004788686,0.002232469,0.0002132858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04393263,"about_ca_system_score_gemma":0.05726652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7452429,"about_ca_topic_score_gemma":0.8162035,"domain_scores_codex":[0.9933684,0.003096237,0.0001755004,0.0003423199,0.0008898524,0.002127688],"domain_scores_gemma":[0.9892122,0.006234754,0.0008025607,0.0002234317,0.001723151,0.001804026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002014454,0.00001590643,0.002766851,0.0001029988,0.000001716291,0.0003936367,0.9922247,0.00002792789,0.0002494621,0.0007401743,0.0007245699,0.002731842],"study_design_scores_gemma":[0.000001369099,0.00001217828,0.002578531,0.0001063295,0.000001532658,0.00005364406,0.9924211,0.00001566624,0.00005676532,0.00006904614,0.004676732,0.000007240816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783009,0.001230185,0.001034294,0.004238681,0.000108288,0.0005862098,0.0006648718,0.00001657451,0.01382006],"genre_scores_gemma":[0.9911806,0.001425115,0.0008910777,0.0008945338,0.00002974894,0.000584543,0.0001817453,0.00001188195,0.004800712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2547571,"threshold_uncertainty_score":0.5125148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056407226","doi":"10.1080/21635781.2012.720961","title":"Drivers of the Perceived Value of a Third-Location Decompression Program for Canadian Forces Personnel Returning From Afghanistan","year":2012,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Thermoluminescent dosimeter; Military personnel; Psychology; Value (mathematics); First responder; Applied psychology; Medicine; Medical emergency; Political science; Statistics; Mathematics","authors":[{"name":"Mark A. Zamorski","is_ca":true},{"name":"Bryan G. Garber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08246266051458594,"gpt":0.4225212833080751,"spread":0.3400586227934892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001416786,0.0001388254,0.0001493396,0.0007344304,0.001687719,0.0009888201,0.0004511106,0.00027645,0.002402614],"category_scores_gemma":[0.007259746,0.0001425881,0.0002287316,0.0006841965,0.0008014739,0.000308601,0.0007704836,0.0008182275,0.00008694671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006504618,"about_ca_system_score_gemma":0.01243885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6172997,"about_ca_topic_score_gemma":0.806101,"domain_scores_codex":[0.9989951,0.000195818,0.00004654432,0.00003553764,0.0003991965,0.0003278207],"domain_scores_gemma":[0.9953985,0.0008069284,0.001285338,0.00008473857,0.0009560111,0.001468523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009919226,0.0001345456,0.9819358,0.00002706451,0.00003681855,0.00005119145,0.001436519,0.0001032252,0.0001906593,0.0001550502,0.0004151178,0.01541485],"study_design_scores_gemma":[0.000004483004,0.00007258015,0.9948359,0.00001609499,0.00001145435,0.00002661779,0.004302849,0.0001471829,0.00005349153,0.00003101784,0.0004918613,0.000006685227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978606,0.00009376025,0.00004403285,0.0004413849,0.000005230105,0.00002361899,0.000119001,0.000001834487,0.001410498],"genre_scores_gemma":[0.9994847,0.00008528035,0.00007921857,0.00004927469,0.000004036983,0.000005975561,0.00006103896,0.000001136307,0.0002293131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827003,"threshold_uncertainty_score":0.7699081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039702496","doi":"10.1080/21635781.2020.1784324","title":"An Uphill Battle: A Qualitative Case Study of Growth Experiences of Veterans in the Canadian Armed Forces","year":2020,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Posttraumatic growth; Psychology; Qualitative research; Context (archaeology); Military service; Military personnel; Battle; Medicine; Gerontology; Psychiatry; Clinical psychology; Political science; Sociology","authors":[{"name":"Shelby Rodden-Aubut","is_ca":true},{"name":"Jill Tracey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2973785170860734,"gpt":0.5370715329206734,"spread":0.2396930158346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003776452,0.001179404,0.0009014335,0.002212124,0.03170671,0.004414476,0.003260599,0.002271241,0.003613491],"category_scores_gemma":[0.006982037,0.0007056739,0.0006036573,0.003011975,0.01027265,0.002312846,0.004421307,0.003975239,0.0003352549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03779043,"about_ca_system_score_gemma":0.03166127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7486615,"about_ca_topic_score_gemma":0.8828067,"domain_scores_codex":[0.9953172,0.001924162,0.0001007122,0.0002731405,0.0006221426,0.001762728],"domain_scores_gemma":[0.9957094,0.001727403,0.0003693473,0.00009691973,0.0007444138,0.001352356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003600832,0.0000631107,0.003576762,0.00008504304,0.000004692939,0.003620032,0.9854731,0.00006073893,0.0005776649,0.001279271,0.001399992,0.003823618],"study_design_scores_gemma":[0.000001524567,0.00002409336,0.001531317,0.00005566087,0.000002757304,0.00040844,0.9925956,0.00004361499,0.00009521985,0.00008742924,0.005143537,0.00001086532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868507,0.0008138746,0.0008321082,0.00336703,0.0001225123,0.0002719177,0.0002324525,0.00001939345,0.007490042],"genre_scores_gemma":[0.9923882,0.0008567759,0.0007927446,0.0009206435,0.0000307766,0.0001274166,0.00008352649,0.00002952596,0.004770409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513385,"threshold_uncertainty_score":0.5056374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226188327","doi":"10.1080/21635781.2022.2057374","title":"Use of the Operational Stress Injury Social Support (OSISS) Program in a Nationally Representative Sample of Canadian Active Duty Military Personnel","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","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 Ottawa; Canadian Armed Forces; Department of National Defence; Canadian Institute for Public Safety Research and Treatment; Université du Québec à Trois-Rivières; University of Regina","funders":"","keywords":"Active duty; Mental health; Peer support; Military personnel; Social support; Logistic regression; Psychology; Military service; Sample (material); Occupational safety and health; Service member; Medicine; Environmental health; Nursing; Clinical psychology; Psychiatry; Social psychology","authors":[{"name":"Sophie Duranceau","is_ca":true},{"name":"Andréanne Angehrn","is_ca":true},{"name":"Mark A. Zamorski","is_ca":true},{"name":"R. Nicholas Carleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1697085790902286,"gpt":0.4534675520790382,"spread":0.2837589729888096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006903161,0.0003373676,0.0002318371,0.001519759,0.002337768,0.0009212198,0.0008609294,0.000348016,0.001971429],"category_scores_gemma":[0.001899249,0.0003422357,0.0003802197,0.001889342,0.0005706079,0.000312996,0.0007499051,0.000528844,0.0001581556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007531916,"about_ca_system_score_gemma":0.009754543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707866,"about_ca_topic_score_gemma":0.9790215,"domain_scores_codex":[0.999307,0.00006115576,0.00003769398,0.00007269356,0.0002898625,0.0002316102],"domain_scores_gemma":[0.9990397,0.0000555887,0.0002541935,0.0000272155,0.0003710219,0.0002523458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002364767,0.00005270507,0.9964147,0.00002320522,0.00001985135,0.00002400157,0.0008654295,0.00001644307,0.00008341439,0.00002009237,0.000338877,0.002117701],"study_design_scores_gemma":[0.000002497499,0.00003289913,0.9977368,0.0000145486,0.000007676187,0.00002864127,0.001899899,0.00006432865,0.00002344775,0.00000357202,0.0001821209,0.000003510218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983227,0.0001257337,0.00002461942,0.00006823405,0.000002765686,0.00004718944,0.0008485073,0.000002494322,0.0005578409],"genre_scores_gemma":[0.9985389,0.0003067437,0.00009432873,0.00005009938,0.000003930139,0.00003167235,0.0006497157,0.000001285993,0.0003232591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02921337,"threshold_uncertainty_score":0.05877078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4299406010","doi":"10.1080/21635781.2022.2098885","title":"A Post-Traumatic Growth Perspective on PTSD: Implications for Those Who Have Served and Their Partners","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Queen's University; Centre for Social Innovation; Mount Saint Vincent University","funders":"","keywords":"Psychosocial; Posttraumatic growth; Psychology; Service member; Construct (python library); Perspective (graphical); Relevance (law); Clinical psychology; Military personnel; Traumatic stress; Military service; Psychological resilience; Psychiatry; Psychotherapist","authors":[{"name":"Deborah Norris","is_ca":true},{"name":"Kimberley Smith Evans","is_ca":true},{"name":"Heidi Cramm","is_ca":true},{"name":"Linna Tam‐Seto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1822887365540325,"gpt":0.4874423720251553,"spread":0.3051536354711228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005426194,0.0007255545,0.0007641077,0.002570548,0.005573267,0.005331839,0.001631271,0.003216428,0.0036312],"category_scores_gemma":[0.003487681,0.0002866791,0.0004298839,0.003166068,0.01558333,0.01029657,0.005213699,0.006812134,0.0004072787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005388113,"about_ca_system_score_gemma":0.00740641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008330017,"about_ca_topic_score_gemma":0.02107963,"domain_scores_codex":[0.9976476,0.001761127,0.00006333563,0.00009203854,0.000151005,0.00028477],"domain_scores_gemma":[0.9954624,0.002950623,0.0002929509,0.00006558103,0.0003219584,0.0009064646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000105547,0.0004269126,0.01640684,0.002558646,0.00003688736,0.00455419,0.3863603,0.0004396518,0.0005072905,0.4241513,0.03408287,0.1303696],"study_design_scores_gemma":[0.00001930745,0.0003646981,0.02056024,0.004482531,0.00002716187,0.004307241,0.7285189,0.0002036254,0.0001109499,0.08494711,0.1564076,0.00005056621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07104088,0.3579224,0.003636695,0.4939293,0.004544226,0.0001238242,0.0001572813,0.00003159344,0.06861389],"genre_scores_gemma":[0.5292141,0.422965,0.002253292,0.03585055,0.003220863,0.0003515642,0.0001013754,0.0000246314,0.006018561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008330017,"threshold_uncertainty_score":0.03909367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213419853","doi":"10.1080/21635781.2021.2007182","title":"Identifying Key Correlates of Social Well-Being among Canadian Armed Forces Veterans: An Analysis of the 2016 Life after Service Study","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Veterans Affairs Canada; Department of National Defence","funders":"","keywords":"Social support; Psychology; Gerontology; Workforce; Scale (ratio); Military service; Demography; Medicine; Social psychology; Sociology; Political science","authors":[{"name":"Jennifer Born","is_ca":true},{"name":"Jennifer E. C. Lee","is_ca":true},{"name":"Mary Beth MacLean","is_ca":true},{"name":"Jill Sweet","is_ca":true},{"name":"Linda Van Til","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03505358063257165,"gpt":0.360182304248892,"spread":0.3251287236163203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001596713,0.000596925,0.0006076639,0.003355044,0.00427032,0.001942165,0.00152498,0.0005318375,0.001700788],"category_scores_gemma":[0.003839737,0.0003920963,0.001536077,0.008701515,0.0006499375,0.0004709696,0.001565966,0.001125871,0.000238258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0312344,"about_ca_system_score_gemma":0.04582149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939981,"about_ca_topic_score_gemma":0.9966709,"domain_scores_codex":[0.998619,0.0001081611,0.00008410624,0.0001218491,0.0005623574,0.000504509],"domain_scores_gemma":[0.9975544,0.0001054508,0.0003546636,0.00007556321,0.001386752,0.0005232969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000445628,0.00003903076,0.990826,0.00004338206,0.00006040281,0.00004969477,0.001700094,0.00006789697,0.00009658161,0.0001183562,0.001701096,0.005253095],"study_design_scores_gemma":[0.000002009174,0.00001035956,0.9973727,0.0000209447,0.0000114149,0.00001046859,0.001515681,0.00009432159,0.00001468597,0.000008461381,0.0009308307,0.000008110364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858813,0.0008666835,0.0001173753,0.0005604493,0.00003397257,0.0002033347,0.009621042,0.00001051801,0.002705274],"genre_scores_gemma":[0.9901391,0.0009196176,0.0003623634,0.000142874,0.00002015664,0.0001567689,0.007102724,0.000009222163,0.001147205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0312344,"threshold_uncertainty_score":0.2266225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168131161","doi":"10.1080/21635781.2021.1927917","title":"A Retrospective Cohort Study Comparing the Use of Provincially Funded Mental Health Services between Female Military Spouses Living in Ontario and the General Population","year":2021,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Armed Forces; University of Toronto; Dalhousie University; Queen's University; University of Manitoba; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Mental health; Medicine; Residence; Population; Psychiatry; Family medicine; Cohort; Retrospective cohort study; Public health; Nursing; Demography; Environmental health","authors":[{"name":"Alyson Mahar","is_ca":true},{"name":"Heidi Cramm","is_ca":true},{"name":"Alice Aiken","is_ca":true},{"name":"Lixia Zhang","is_ca":true},{"name":"Simon Chen","is_ca":true},{"name":"Ben Ouellette","is_ca":true},{"name":"Lynda Manser","is_ca":true},{"name":"Paul Kurdyak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07925999245639354,"gpt":0.3659973193035458,"spread":0.2867373268471523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003622168,0.00025455,0.0002826217,0.001163891,0.00192678,0.0008041369,0.0005537429,0.0002614058,0.001394403],"category_scores_gemma":[0.00139819,0.0004273472,0.0004662416,0.00243401,0.0004623047,0.0004050962,0.0006893093,0.0003629909,0.0002099211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006630291,"about_ca_system_score_gemma":0.006261114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9144686,"about_ca_topic_score_gemma":0.9384938,"domain_scores_codex":[0.9994648,0.00004392541,0.00003886561,0.0001227647,0.0001584366,0.0001711874],"domain_scores_gemma":[0.9991069,0.00004730531,0.0003304688,0.00008124462,0.0002334096,0.0002005108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004693189,0.00002262105,0.9988629,0.000006123708,0.00002122268,0.00005369838,0.0003660393,0.000006822466,0.00008466895,0.000009683032,0.0001045417,0.0004148809],"study_design_scores_gemma":[0.000005333948,0.00004142284,0.9989397,0.000003761171,0.000008345794,0.00005231316,0.0007083123,0.00002839683,0.0000142629,0.000003580473,0.0001926077,0.000001981597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981529,0.00006296333,0.00003605095,0.00002218203,0.000002322716,0.00004470013,0.001115089,0.000002122175,0.0005616824],"genre_scores_gemma":[0.9984214,0.00009482107,0.00006023551,0.00003090647,0.000003415422,0.00002534033,0.0009733068,0.000001414353,0.0003890597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08553141,"threshold_uncertainty_score":0.1720702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283322314","doi":"10.1080/21635781.2022.2067922","title":"Families of Origin: The Experience of Parents of Single Military Members","year":2022,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Department of National Defence","funders":"","keywords":"Worry; Psychology; Thematic analysis; Focus group; Psychological resilience; Coping (psychology); Developmental psychology; Military personnel; Qualitative research; Social psychology; Clinical psychology; Anxiety; Psychiatry; Political science","authors":[{"name":"Lisa Williams","is_ca":true},{"name":"Elena Goubanova","is_ca":true},{"name":"LCol Robert Morrow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1568174995024049,"gpt":0.4458953729343791,"spread":0.2890778734319743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499313,0.0002841999,0.0004037692,0.0004956101,0.00980389,0.001884984,0.0007608877,0.0005795446,0.00248418],"category_scores_gemma":[0.00441729,0.0002789914,0.0001951509,0.0007767666,0.002668855,0.001130384,0.001928389,0.001176144,0.0001649704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005964907,"about_ca_system_score_gemma":0.008701112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3860398,"about_ca_topic_score_gemma":0.5162832,"domain_scores_codex":[0.9991577,0.0003487731,0.00002513584,0.00007672856,0.0001426189,0.0002490967],"domain_scores_gemma":[0.9970453,0.0009205323,0.0004381659,0.00008484826,0.0006401254,0.0008709608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001149606,0.00004404828,0.06883452,0.0001040732,0.00001851885,0.004756949,0.9057208,0.00004811439,0.0005963032,0.0007251627,0.003192476,0.01584399],"study_design_scores_gemma":[0.00000241035,0.00005877054,0.03549211,0.00008281448,0.0000107196,0.001194194,0.9566643,0.00002719548,0.0001135129,0.00008981998,0.006248549,0.0000157444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944265,0.001094032,0.0001316645,0.0009780965,0.00005157992,0.00001809755,0.00008199375,0.000004833912,0.003213282],"genre_scores_gemma":[0.9979869,0.0008086808,0.0000716612,0.0002187654,0.000007157695,0.00001104087,0.00002880496,0.000002580033,0.000864414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860398,"threshold_uncertainty_score":0.7675856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}