{"id":"W4294199832","doi":"10.1192/j.eurpsy.2022.906","title":"Frequency of clinical appointments in subjects with emergent suicidal ideation","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Suicidal ideation; Schizophrenia (object-oriented programming); Psychiatry; Mental health; Medicine; Schizophrenia spectrum; Population; Health care; Psychology; Clinical psychology; Suicide prevention; Poison control; Psychosis; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003937797,0.0001367012,0.0002142938,0.0008208213,0.0004144307,0.0004565054,0.0001744186,0.0003765704,0.003344],"category_scores_gemma":[0.002715631,0.0001226677,0.0003152108,0.0006070174,0.0001388397,0.0002399937,0.0002945244,0.0004722477,0.0002390615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340498,"about_ca_system_score_gemma":0.000326621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677152,"about_ca_topic_score_gemma":0.008896366,"domain_scores_codex":[0.9995899,0.0001263134,0.00006216978,0.00006903008,0.00007540651,0.00007719517],"domain_scores_gemma":[0.9973258,0.000542086,0.001553637,0.0000607699,0.0001501991,0.000367489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263626,0.0000254833,0.9976253,0.00001182617,0.00001182676,0.000126153,0.00008229328,0.00001355069,0.0001240473,0.000005382602,0.0001140358,0.001733717],"study_design_scores_gemma":[0.000003682547,0.0000732488,0.999118,0.000006212293,0.000008161676,0.0004606082,0.000153165,0.0000577322,0.00002823075,0.000005955974,0.00008349535,0.000001510581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985096,0.0003240639,0.00003529726,0.00007571718,0.00001104262,0.00001094119,0.0002843542,0.00000609212,0.0007428771],"genre_scores_gemma":[0.9994519,0.00007669372,0.0000697723,0.00002624018,0.00001481633,0.000008296551,0.000157628,0.000001008429,0.0001935792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677152,"threshold_uncertainty_score":0.01128823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717019433642024,"score_gpt":0.3449719808345537,"score_spread":0.3078017864981335,"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."}}