{"id":"W2122864869","doi":"10.13189/ujph.2014.020601","title":"Knowledge and Synthesis Gaps in Men’s Health: Type 2 Diabetes and Depression in Northern British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Universal Journal of Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Type 2 diabetes; Depression (economics); Gerontology; Medicine; Psychiatry; Diabetes mellitus; Economics; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005556327,0.0001217376,0.0006289313,0.0002791034,0.0005540453,0.00004442838,0.0001571313,0.000147087,0.00005562608],"category_scores_gemma":[0.001205999,0.00015386,0.00002121637,0.0004308162,0.00005156548,0.0003155135,0.00008813027,0.0009951763,0.000001852748],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709139,"about_ca_system_score_gemma":0.01024373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7853111,"about_ca_topic_score_gemma":0.994856,"domain_scores_codex":[0.9950526,0.002462742,0.0009837248,0.0002328235,0.0002546148,0.001013444],"domain_scores_gemma":[0.9963924,0.001413732,0.000661009,0.0001313988,0.000253711,0.001147809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001480404,0.00005969171,0.8961799,0.00053253,0.000006746666,0.00001632747,0.002551275,0.000002036646,0.000001125253,0.00003121937,0.01070143,0.08990295],"study_design_scores_gemma":[0.002190907,0.0002274994,0.9158928,0.002676473,0.000004126121,0.00001847267,0.008170054,0.0002839096,3.82997e-7,0.0001313974,0.07023516,0.0001687727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801183,0.005541464,0.00002281719,0.01200369,0.0005025924,0.000365348,0.000007609675,0.00001154918,0.001426667],"genre_scores_gemma":[0.9935546,0.003460296,0.0001779639,0.002361616,0.0002026857,0.000004273188,0.000003294221,0.00002439329,0.0002109113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095448,"threshold_uncertainty_score":0.9953673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178384040302169,"score_gpt":0.2953140123614513,"score_spread":0.2774756083312344,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}