{"id":"W2001939357","doi":"10.2165/11589350-000000000-00000","title":"Strategies for Quantifying the Relationship between Medications and Suicidal Behaviour","year":2011,"lang":"en","type":"review","venue":"Drug Safety","topic":"Mental Health Research Topics","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; GlaxoSmithKline; U.S. Department of Justice","keywords":"Medicine; Pharmacoepidemiology; Observational study; Psychiatry; Context (archaeology); Poison control; Medical prescription; Pharmacology; Medical emergency; Internal 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":[0.006709165,0.002215937,0.004604951,0.007690292,0.0003717044,0.002147558,0.002460584,0.001806769,0.004138257],"category_scores_gemma":[0.01377459,0.0007740005,0.003099846,0.005298931,0.0009533686,0.002211175,0.001228392,0.002550912,0.001234944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418651,"about_ca_system_score_gemma":0.003407627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005730567,"about_ca_topic_score_gemma":0.01323248,"domain_scores_codex":[0.9978908,0.0007969702,0.0004311611,0.0002490399,0.0005907867,0.00004132803],"domain_scores_gemma":[0.9879995,0.009131115,0.001312732,0.0002424159,0.00119888,0.0001153209],"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":[0.00006491963,0.0000702698,0.002621655,0.03726206,0.001400992,0.00004446886,0.00007046314,0.0002500177,0.0002029978,0.002129687,0.006428499,0.9494539],"study_design_scores_gemma":[0.0002327691,0.0008318494,0.05695581,0.2034195,0.01768875,0.002716373,0.001004232,0.001636695,0.001690171,0.02425941,0.6892057,0.00035864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001962103,0.9976912,0.0008632629,0.0004694233,0.0001525603,0.00003298568,0.0001158508,0.00001032286,0.000468311],"genre_scores_gemma":[0.001652869,0.9943968,0.003100016,0.0002654902,0.0001734196,0.0000583312,0.0001360065,0.000003313947,0.0002137814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007690292,"threshold_uncertainty_score":0.03548187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.536022993164736,"score_gpt":0.5569885795591598,"score_spread":0.02096558639442381,"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."}}