{"id":"W2791186104","doi":"10.1007/s00127-018-1502-5","title":"Baby or bathwater? Referrals of “non-cases” in a targeted early identification intervention for psychosis","year":2018,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Referral; Psychosis; Intervention (counseling); Psychiatry; Psychology; Medicine; Epidemiology; Identification (biology); Family 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":[0.0009868536,0.0002485526,0.0005131532,0.0008666278,0.00313966,0.001124096,0.001110795,0.001388293,0.01088094],"category_scores_gemma":[0.008680128,0.0004090649,0.0003493392,0.0009006651,0.0007483952,0.001434684,0.001669003,0.00155065,0.0007941989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081598,"about_ca_system_score_gemma":0.003961354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02731282,"about_ca_topic_score_gemma":0.05615114,"domain_scores_codex":[0.9985967,0.0004310936,0.0001393906,0.0001487374,0.0001718762,0.0005121047],"domain_scores_gemma":[0.9974574,0.0005138589,0.0005703979,0.00007128995,0.0003080288,0.001078983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001485892,0.001438449,0.7847114,0.000706638,0.00006926552,0.05878523,0.02004238,0.0002332959,0.003709663,0.003015992,0.04811705,0.07768476],"study_design_scores_gemma":[0.0001563999,0.001029597,0.7741714,0.001991169,0.0001381758,0.05968062,0.1380318,0.001169489,0.001261672,0.004971441,0.01724971,0.0001485219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598259,0.001118002,0.0004221144,0.02637156,0.0006405838,0.0002201963,0.000345183,0.00003911281,0.01101729],"genre_scores_gemma":[0.9918293,0.0008522297,0.0005623962,0.004840273,0.0001668404,0.000068555,0.0001274055,0.00002000738,0.001532927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02731282,"threshold_uncertainty_score":0.0543077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524660591304589,"score_gpt":0.4193460227886601,"score_spread":0.3340994168756142,"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."}}