{"id":"W2011392773","doi":"10.4088/jcp.10cs06070ablu","title":"Suicidality and Risk of Suicide—Definition, Drug Safety Concerns, and a Necessary Target for Drug Development","year":2010,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Plenary session; Psychology; Suicidal ideation; Poison control; Suicide prevention; Psychiatry; Medicine; Medical emergency; Computer science; Library science","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":[0.05578379,0.000754903,0.001850858,0.001958422,0.002539584,0.004107296,0.002236247,0.00506492,0.004793394],"category_scores_gemma":[0.0589496,0.0006412663,0.001499517,0.001536296,0.003179046,0.006822475,0.006768661,0.008417613,0.001197335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232303,"about_ca_system_score_gemma":0.02199021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006496533,"about_ca_topic_score_gemma":0.001709183,"domain_scores_codex":[0.9548262,0.03167243,0.004997881,0.001229988,0.006002555,0.001270919],"domain_scores_gemma":[0.9651803,0.01427683,0.005883907,0.0008800411,0.01088852,0.002890434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001578011,0.0009851636,0.01749805,0.01826498,0.000338355,0.002394645,0.0170273,0.001120285,0.006137423,0.04535764,0.2530602,0.6362379],"study_design_scores_gemma":[0.0009163691,0.003060915,0.04443333,0.02431419,0.0003864493,0.005644493,0.07458266,0.002962613,0.004012147,0.08036816,0.7589079,0.000410816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04211428,0.1070161,0.02312746,0.7870173,0.01021162,0.002778477,0.00062407,0.0001587997,0.02695178],"genre_scores_gemma":[0.5844789,0.1489033,0.1105601,0.113952,0.01358066,0.006890395,0.002500505,0.0002138105,0.01892043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05578379,"threshold_uncertainty_score":0.2950164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06485132457149716,"score_gpt":0.3954889198230641,"score_spread":0.3306375952515669,"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."}}