{"id":"W2938997789","doi":"10.1007/s00127-019-01686-x","title":"Early intervention in psychiatry: scotomas, representativeness, and the lens of clinical populations","year":2019,"lang":"en","type":"editorial","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychiatry; Representativeness heuristic; Psychosis; Intervention (counseling); Mental health; Psychology; Epidemiology; Medicine; Clinical psychology; Social psychology","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":[0.06409846,0.004371523,0.006940419,0.006798385,0.005403309,0.01412961,0.00877886,0.03451048,0.009505828],"category_scores_gemma":[0.2009752,0.002255889,0.004557712,0.003605007,0.008143348,0.01041744,0.00333991,0.04054302,0.003879094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009207538,"about_ca_system_score_gemma":0.01051851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109774,"about_ca_topic_score_gemma":0.02820553,"domain_scores_codex":[0.9735854,0.01164342,0.004334267,0.002165223,0.00727797,0.0009938395],"domain_scores_gemma":[0.6642298,0.2684934,0.007186982,0.005142132,0.04462348,0.01032432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006474475,0.00001458162,0.00006972141,0.0007670413,0.00009434818,0.0001146534,0.00009953566,0.0000296944,0.00001698874,0.00117896,0.9911993,0.00635052],"study_design_scores_gemma":[0.0003640324,0.00008535546,0.001628263,0.006768088,0.0006504661,0.0004864816,0.0006379203,0.0006468028,0.0001435465,0.01272077,0.975711,0.0001572975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003508107,0.01176754,0.000169675,0.08123547,0.9062394,0.00001664049,0.00005356356,0.00003640549,0.0004462783],"genre_scores_gemma":[0.0005571209,0.005192611,0.0001567771,0.0239901,0.9682922,0.00003000527,0.00001548577,0.00002619743,0.001739444],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06409846,"threshold_uncertainty_score":0.3389891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08965680930221477,"score_gpt":0.4651628507005298,"score_spread":0.3755060413983151,"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."}}