{"id":"W2611738421","doi":"10.1080/14737175.2017.1327356","title":"Primary care doctors should not screen their patients for depression","year":2017,"lang":"en","type":"article","venue":"Expert Review of Neurotherapeutics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Primary care; Depression (economics); Medicine; Psychiatry; Psychology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002125717,0.0003157134,0.001153799,0.0005974615,0.0006132986,0.001010839,0.000736158,0.003386719,0.007473132],"category_scores_gemma":[0.01088053,0.00018274,0.0005551163,0.0006535959,0.0006070501,0.001081668,0.0006114248,0.00235626,0.001550129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007225836,"about_ca_system_score_gemma":0.002670075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152555,"about_ca_topic_score_gemma":0.009961048,"domain_scores_codex":[0.9987657,0.0004702873,0.0002060321,0.00009845422,0.000346705,0.0001128467],"domain_scores_gemma":[0.989969,0.005993826,0.001273609,0.0002709891,0.001833858,0.0006587734],"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":[0.0002001388,0.0002656343,0.01186286,0.01030881,0.00041343,0.00114288,0.0002577041,0.00007300669,0.000505587,0.002388105,0.311271,0.6613109],"study_design_scores_gemma":[0.0007165379,0.0005094853,0.1059225,0.04799305,0.001217332,0.00873889,0.001594253,0.0002283938,0.0006585664,0.009042047,0.8232934,0.00008557377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.007454866,0.7490196,0.001101842,0.2018202,0.007968557,0.00006808333,0.00021914,0.00006854929,0.03227928],"genre_scores_gemma":[0.119919,0.6447778,0.003730344,0.205293,0.01345475,0.0001255776,0.000353257,0.00002886868,0.01231746],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007473132,"threshold_uncertainty_score":0.02500015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345160870850113,"score_gpt":0.4558456453680838,"score_spread":0.3213295582830724,"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."}}