{"id":"W2806932595","doi":"10.1177/070674371205700310","title":"Book Review: General Psychiatry: Depression and Diabetes","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychiatry; Diabetes mellitus; Psychology; Medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117642,0.001811715,0.002973015,0.005142645,0.001090522,0.003127256,0.001989399,0.007254465,0.03592589],"category_scores_gemma":[0.006522394,0.0008166264,0.001200386,0.005144129,0.001326613,0.00266558,0.001700218,0.007047432,0.01865214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282928,"about_ca_system_score_gemma":0.003166929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204732,"about_ca_topic_score_gemma":0.04864265,"domain_scores_codex":[0.9991121,0.000194437,0.000106752,0.0001345278,0.0003565922,0.00009558053],"domain_scores_gemma":[0.9950445,0.001922594,0.0004464624,0.000118056,0.001656487,0.0008118841],"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":[0.00001041148,0.000007771198,0.00005025151,0.0002984711,0.000008698716,0.00005914376,0.000004677298,0.00001841797,0.00001495209,0.0001813937,0.9880717,0.01127411],"study_design_scores_gemma":[0.0000445663,0.00002569873,0.0007919301,0.001219837,0.00004291813,0.0005970267,0.00003261585,0.0000280345,0.00001717699,0.0004856383,0.996703,0.00001154516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001360151,0.5925838,0.0001389275,0.08436223,0.3077158,0.0000459545,0.0002083076,0.00004812372,0.01476071],"genre_scores_gemma":[0.001595642,0.4068118,0.000257702,0.09895569,0.4124036,0.00007998761,0.0003314672,0.000056532,0.07950772],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03592589,"threshold_uncertainty_score":0.1201841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628361279607831,"score_gpt":0.2483521578228995,"score_spread":0.2320685450268212,"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."}}