{"id":"W3154042130","doi":"10.29328/journal.apmh.1001030","title":"Suicide, the main cause of referral of patients from a general hospital for psychiatric evaluation","year":2021,"lang":"en","type":"article","venue":"Archives of Psychiatry and Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Test (biology); General hospital; Quarter (Canadian coin); Medical emergency; Psychiatry; Emergency medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229915,0.0002120167,0.0002467193,0.0005976922,0.0003402783,0.0003256273,0.0002527693,0.0003178471,0.002961747],"category_scores_gemma":[0.002027898,0.0001048808,0.0002753857,0.0004971187,0.000218757,0.0001937848,0.0005526814,0.0005794761,0.0004034827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480451,"about_ca_system_score_gemma":0.00055764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883333,"about_ca_topic_score_gemma":0.002747649,"domain_scores_codex":[0.9996644,0.0000796432,0.00005414975,0.00005301845,0.00009916123,0.00004962781],"domain_scores_gemma":[0.998687,0.0001848179,0.0006325598,0.00005669534,0.000153628,0.0002854571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004471158,0.00003877448,0.9947335,0.00005652807,0.00002580588,0.0006219764,0.0002341801,0.00001510045,0.0001891557,0.00002226958,0.0003756874,0.00364238],"study_design_scores_gemma":[0.000005200966,0.00006332527,0.9959816,0.00004746903,0.00001117654,0.002719371,0.0007126598,0.00004404048,0.00005387534,0.00003358859,0.000323948,0.000003848901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979953,0.0007016052,0.00007422094,0.0001421996,0.00002142112,0.00002430847,0.0003379227,0.000006706368,0.0006964169],"genre_scores_gemma":[0.9990104,0.0003334862,0.00006621291,0.00006348454,0.00001904006,0.000007912259,0.0003148231,0.00000166907,0.0001827538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002961747,"threshold_uncertainty_score":0.00990808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447629013259323,"score_gpt":0.3585007100797196,"score_spread":0.3240244199471263,"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."}}