{"id":"W1983235316","doi":"10.1016/s2215-0366(14)70276-7","title":"Balancing care for patients at risk of death by suicide","year":2014,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Mental health; Suicide rates; Mental health care; Suicide prevention; Psychiatry; Health care; Family medicine; Poison control; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002757624,0.0001538989,0.0003692842,0.00002590344,0.0002403431,0.000006922955,0.0003087471,0.00007419102,0.00009154982],"category_scores_gemma":[0.0000636914,0.0001036083,0.0001265291,0.00007042593,0.00004626459,0.00002159421,0.00006046189,0.0001273834,0.00007052045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002461503,"about_ca_system_score_gemma":0.000009264311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002768785,"about_ca_topic_score_gemma":0.0003275419,"domain_scores_codex":[0.998871,0.0001360989,0.0002484835,0.0002443072,0.0001312041,0.0003689551],"domain_scores_gemma":[0.9988301,0.0002927189,0.0002132222,0.0005497312,0.00007791402,0.00003629876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002460143,0.0000561795,0.8810176,0.00004834287,0.0001377728,3.734016e-8,0.002316827,0.000001673593,0.00001642085,0.001809929,0.1133645,0.0009848062],"study_design_scores_gemma":[0.003892166,0.0004340842,0.9526519,0.00002085672,0.0002120394,0.000001026043,0.002025693,0.00001564428,0.00009456558,0.004171276,0.03622978,0.0002510059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755569,0.003892837,0.0002557151,0.0007006922,0.002147957,0.0003589995,0.000281752,0.00005850336,0.01674662],"genre_scores_gemma":[0.996806,0.00006946776,0.0006317198,0.001097461,0.0007853032,0.00007152966,0.00005543467,0.0000283163,0.0004547563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07713467,"threshold_uncertainty_score":0.4225026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814542356819296,"score_gpt":0.2972648793354946,"score_spread":0.2791194557673016,"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."}}