{"id":"W2277698885","doi":"10.12927/hcq.2016.24442","title":"Prevention and Early Intervention Program for Psychoses (PEPP)","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Intervention (counseling); Psychology; Psychiatry; Best practice; Medicine; Psychotherapist; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001653696,0.0001034573,0.0001720576,0.00009125169,0.00006951053,0.00002602688,0.00003138326,0.00006645367,0.00002383472],"category_scores_gemma":[0.00002505848,0.00006472728,0.000114372,0.00006466841,0.00003988922,0.0001060181,0.000004138813,0.00005581793,0.00002606068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006873425,"about_ca_system_score_gemma":0.00007705906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229721,"about_ca_topic_score_gemma":0.0006340099,"domain_scores_codex":[0.9990106,0.00005717602,0.0002225549,0.0002627164,0.0001627667,0.0002842012],"domain_scores_gemma":[0.9993165,0.00005806468,0.00005802637,0.0001865471,0.0001323735,0.000248502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002865278,0.0003290279,0.01517488,0.0002614173,0.00004642616,0.000006415051,0.0001399839,2.729769e-10,0.0001073679,0.001386341,0.0002713059,0.9794115],"study_design_scores_gemma":[0.01452195,0.06085967,0.8990011,0.001244699,0.00006705012,0.000078814,0.0002654408,0.000008653778,0.0003499856,0.01739878,0.00604289,0.0001609979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778806,0.001075844,0.001300091,0.01711785,0.0001239168,0.002315766,0.00001750387,0.0001287721,0.00003963517],"genre_scores_gemma":[0.9922788,0.00006531055,0.005568653,0.00004298421,0.0001608939,0.0009411962,0.0000177251,0.00001753029,0.0009069014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9792506,"threshold_uncertainty_score":0.2639502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713965700814535,"score_gpt":0.4007519882375764,"score_spread":0.363612331229431,"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."}}