{"id":"W2937327655","doi":"10.1136/bmj.l1577","title":"Stress, psychiatric disorders, and cardiovascular disease","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Disease; Stress (linguistics); Psychiatry; Psychology; Medicine; Clinical psychology; Internal medicine; Philosophy; Linguistics","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":[0.0003864187,0.0001958589,0.000350009,0.001186799,0.0007652237,0.0009579152,0.0002262695,0.001335632,0.007495848],"category_scores_gemma":[0.003144108,0.0002412749,0.0005770056,0.001450646,0.0004619496,0.0005992336,0.000641197,0.001334679,0.0003689472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300425,"about_ca_system_score_gemma":0.0007604227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02563225,"about_ca_topic_score_gemma":0.04873984,"domain_scores_codex":[0.9995058,0.0001838679,0.0000423382,0.00002748598,0.0001249474,0.0001155956],"domain_scores_gemma":[0.9986157,0.0002268152,0.000461557,0.00003389123,0.00009795481,0.0005640884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004647335,0.0004928523,0.9731977,0.0003158728,0.0004015811,0.0004487386,0.0002937118,0.0001149905,0.0002513755,0.0004733909,0.003236591,0.02030844],"study_design_scores_gemma":[0.00001473987,0.00005884595,0.9982218,0.00009345748,0.00004510038,0.0001493614,0.0002882319,0.00003489874,0.000006772233,0.0002540741,0.000826669,0.000005990455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8547503,0.08414269,0.0001306356,0.02854637,0.001246399,0.00003799535,0.002444595,0.00001831822,0.02868257],"genre_scores_gemma":[0.9743505,0.02080747,0.00009483111,0.001050215,0.001843839,0.00001838094,0.0004545881,0.000002043279,0.001378245],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02563225,"threshold_uncertainty_score":0.05096614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009448923456490118,"score_gpt":0.3029383058826013,"score_spread":0.2934893824261112,"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."}}