{"id":"W3200072251","doi":"10.1016/j.ypmed.2021.106543","title":"Suicide in obstructive lung, cardiovascular and oncological disease","year":2021,"lang":"en","type":"review","venue":"Preventive Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Disease; Mental health; Intervention (counseling); Stroke (engine); Suicide prevention; Occupational safety and health; Health care; Intensive care medicine; Poison control; Psychiatry; Medical emergency; Pathology","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":[],"category_scores_codex":[0.000850087,0.0005645477,0.003782671,0.000273946,0.00007280291,0.000009120894,0.0002381088,0.0002691345,0.001389063],"category_scores_gemma":[0.0007237052,0.0003890831,0.000777684,0.0004989049,0.0004167321,0.00003935865,0.0002833319,0.0007026386,0.00004485709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922906,"about_ca_system_score_gemma":0.0001197745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002404326,"about_ca_topic_score_gemma":0.00003148939,"domain_scores_codex":[0.9958648,0.001521284,0.0007541667,0.001032115,0.0003596648,0.000467978],"domain_scores_gemma":[0.9979231,0.0009244485,0.0002265975,0.0006037644,0.00009356747,0.0002285683],"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":[0.00002925971,0.0001638308,0.003769621,0.004279755,0.005257472,0.003359223,0.001668704,1.53403e-7,2.743706e-8,0.001160717,0.002285657,0.9780256],"study_design_scores_gemma":[0.001382486,0.0001270586,0.02381314,0.009050697,0.007821796,0.00009978316,0.001465359,5.0039e-7,3.460574e-8,0.0005075098,0.9552262,0.0005054666],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001671472,0.9924066,0.00006231794,0.00009549095,0.0009133851,0.00132794,0.00003741984,0.00003730207,0.004952419],"genre_scores_gemma":[0.0002605789,0.9964582,0.00003324528,0.00009379272,0.000553715,0.0006971383,0.0001405195,0.00004565169,0.001717133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9775201,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09017254244394657,"score_gpt":0.4133868592936919,"score_spread":0.3232143168497453,"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."}}