{"id":"W2996519304","doi":"10.1016/s2215-0366(19)30513-9","title":"Evidence for preventive treatments in young patients at clinical high risk of psychosis: the need for context","year":2019,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Universität zu Köln; Vrije Universiteit Amsterdam; University of Bern; University of Melbourne; National Institute for Health and Care Research; McGill University; Yale University","keywords":"Systematic review; Scrutiny; Context (archaeology); Medicine; MEDLINE; Cochrane Library; Cochrane collaboration; Intervention (counseling); Randomized controlled trial; Psychiatry; Family medicine; Psychology; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.09424681,0.001214261,0.007623497,0.006679228,0.002798065,0.01192164,0.005120755,0.03185909,0.01272406],"category_scores_gemma":[0.5326555,0.001721059,0.005203223,0.006133698,0.00817646,0.02409241,0.005824058,0.03704679,0.004097263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459326,"about_ca_system_score_gemma":0.03417927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232167,"about_ca_topic_score_gemma":0.02220215,"domain_scores_codex":[0.8508018,0.08137419,0.03895799,0.004015198,0.02246181,0.002388996],"domain_scores_gemma":[0.2370177,0.6778345,0.02690039,0.008505435,0.04392205,0.005819954],"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":[0.0008986706,0.0001068182,0.001002621,0.08136293,0.001168583,0.0008532226,0.001212434,0.0002566824,0.0002213607,0.01739309,0.7522728,0.1432509],"study_design_scores_gemma":[0.001643969,0.0002573325,0.002788181,0.3094745,0.002324741,0.001676083,0.001631777,0.0004163078,0.0003191501,0.05770603,0.6214992,0.0002628216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002254936,0.1582723,0.0002911116,0.8133969,0.02569544,0.00007690487,0.0001595096,0.00002306682,0.001859363],"genre_scores_gemma":[0.008149068,0.1540163,0.003551439,0.7603664,0.07213414,0.0004297448,0.000157337,0.00007106926,0.001124503],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09424681,"threshold_uncertainty_score":0.4984307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421525928374026,"score_gpt":0.462672184582607,"score_spread":0.3205195917452044,"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."}}