{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01089734,0.0008856374,0.005008414,0.01976364,0.003483365,0.007379431,0.002896817,0.002716391,0.013135],"category_scores_gemma":[0.03937709,0.0007412601,0.002828942,0.03079371,0.001562147,0.001789587,0.002993936,0.003088637,0.0006721097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06018285,"about_ca_system_score_gemma":0.2352388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9692518,"about_ca_topic_score_gemma":0.9823846,"domain_scores_codex":[0.9927537,0.001195434,0.00257222,0.0006184969,0.002022425,0.0008377368],"domain_scores_gemma":[0.9612294,0.01299922,0.003347473,0.0006121318,0.01907731,0.002734442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004956194,0.0001480878,0.04978964,0.5501183,0.004905374,0.0006752745,0.01167874,0.0005960487,0.0002522234,0.002910072,0.1005168,0.2779139],"study_design_scores_gemma":[0.0001616755,0.0000877577,0.114869,0.7335607,0.006722106,0.0002412077,0.01458769,0.0001961946,0.00009562497,0.0008067201,0.1285266,0.00014469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01270186,0.9359655,0.0004437054,0.01272522,0.002200639,0.001489678,0.02677184,0.00003609032,0.007665548],"genre_scores_gemma":[0.1189034,0.8544226,0.001739744,0.009328633,0.0008521517,0.003831535,0.008502927,0.00003045453,0.002388558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06018285,"threshold_uncertainty_score":0.4366592,"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."}}