{"id":"W4309590837","doi":"10.1016/s2215-0366(22)00313-3","title":"Suicide risk assessment","year":2022,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Suicide prevention; Occupational safety and health; Poison control; Risk assessment; MEDLINE; Injury prevention; Human factors and ergonomics; Medical emergency; Medicine; Computer science; Computer security; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006786302,0.000687741,0.001612091,0.002262143,0.003452967,0.003811308,0.001273393,0.02407295,0.0237347],"category_scores_gemma":[0.05488824,0.0006929408,0.001558667,0.001039849,0.00130685,0.001757378,0.002469245,0.01981489,0.0193346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003103614,"about_ca_system_score_gemma":0.007715682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009642,"about_ca_topic_score_gemma":0.02176311,"domain_scores_codex":[0.9941042,0.00193479,0.0009310496,0.0004778104,0.001767757,0.0007843865],"domain_scores_gemma":[0.9786074,0.006945963,0.001158666,0.00119583,0.006860779,0.005231418],"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":[0.00003753878,0.00001785422,0.0009301596,0.00005720705,0.00001478547,0.0002366018,0.00004302774,0.00001206249,0.00004637467,0.001245659,0.9769616,0.02039729],"study_design_scores_gemma":[0.0002145012,0.00007624433,0.006464484,0.001422918,0.00005373962,0.0009188896,0.0002149255,0.000160118,0.0001125865,0.01020104,0.9801177,0.0000429987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003950041,0.00442229,0.0002446561,0.9373831,0.03450257,0.00008466821,0.0004554265,0.00005443014,0.02245779],"genre_scores_gemma":[0.007020986,0.002767777,0.0005744963,0.9092914,0.04202837,0.0002811001,0.0004344494,0.00004414583,0.03755727],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02407295,"threshold_uncertainty_score":0.07940042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733009672702386,"score_gpt":0.351182162551802,"score_spread":0.3038520658247781,"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."}}