{"id":"W2051813374","doi":"10.1097/01.psy.0000162253.07959.db","title":"Reflections on Depression as a Cardiac Risk Factor","year":2005,"lang":"en","type":"review","venue":"Psychosomatic Medicine","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Risk factor; Medicine; Psychology; Internal medicine; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000650362,0.0007638932,0.004128244,0.0006798539,0.0002675832,0.000009361813,0.0001701272,0.0005801839,0.002291857],"category_scores_gemma":[0.0006545402,0.0004833503,0.0008815234,0.0007165655,0.0001080145,0.00003955363,0.00003235046,0.001543374,0.002325764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007857698,"about_ca_system_score_gemma":0.0008064709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002469946,"about_ca_topic_score_gemma":0.000005734142,"domain_scores_codex":[0.9952723,0.0005168401,0.001582402,0.000844678,0.001030094,0.0007537135],"domain_scores_gemma":[0.9955792,0.0006736366,0.000796823,0.001354281,0.00007747007,0.001518623],"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":[0.00006035503,0.0001716768,0.00005983884,0.02287907,0.0001890339,0.00001318742,0.000246242,2.455536e-8,3.440256e-7,0.00002562014,0.01583645,0.9605181],"study_design_scores_gemma":[0.001283426,0.001088828,0.0003050261,0.07816987,0.002481976,0.0004483785,0.00007724359,0.000001311458,2.108961e-7,0.00003429669,0.9158149,0.0002945733],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003840659,0.8782121,0.00001752383,0.0007709049,0.003292407,0.004070055,0.0001446481,0.0001999885,0.113254],"genre_scores_gemma":[0.00007319185,0.9865803,0.0003512487,0.00205835,0.005970998,0.0006091592,0.00028681,0.0001446716,0.003925283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9602236,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360384518825842,"score_gpt":0.529513903376378,"score_spread":0.3934754514937938,"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."}}