{"id":"W3150496802","doi":"10.1111/bdi.13075","title":"Putting away the crystal ball: A call for clinical guidelines in mood disorders to emphasize suicide prevention interventions over assessments of risk","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Psychology; Psychological intervention; Library science; Psychiatry; 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":[0.05355619,0.001743649,0.00728658,0.002820018,0.01441296,0.01505188,0.009303343,0.06714226,0.01296443],"category_scores_gemma":[0.1584741,0.002264976,0.005309759,0.002520363,0.01797323,0.02404307,0.01662329,0.1198477,0.006993079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009127629,"about_ca_system_score_gemma":0.06129817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652079,"about_ca_topic_score_gemma":0.05347254,"domain_scores_codex":[0.9476768,0.02104492,0.01191364,0.003423604,0.01276322,0.003177712],"domain_scores_gemma":[0.7085091,0.1274497,0.01730403,0.01259283,0.06794291,0.06620139],"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":[0.0001480659,0.0003236347,0.002297384,0.001003218,0.0001473688,0.0009021494,0.002311856,0.0002568154,0.0004851409,0.007556159,0.9029931,0.08157517],"study_design_scores_gemma":[0.0009976536,0.0004672529,0.01024393,0.02255092,0.0003874361,0.003435977,0.01256321,0.001388035,0.0005700099,0.09262331,0.8537654,0.001006802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003780356,0.003125672,0.001598328,0.9843342,0.009104579,0.00004093301,0.00002330587,0.0001108682,0.00128414],"genre_scores_gemma":[0.007790545,0.004424598,0.01723064,0.9515017,0.01614903,0.0003493795,0.00008962763,0.0003018624,0.002162713],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06714226,"threshold_uncertainty_score":0.2832356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920792681410696,"score_gpt":0.4573757541953654,"score_spread":0.3781678273812584,"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."}}