{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254363,0.0002559042,0.0003085398,0.0005185431,0.00108186,0.0004579561,0.000463309,0.0004444445,0.00518923],"category_scores_gemma":[0.005524725,0.0002511257,0.0002913862,0.0003533167,0.0003642927,0.0004583741,0.003057164,0.002324383,0.0008489264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007520557,"about_ca_system_score_gemma":0.008335443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152833,"about_ca_topic_score_gemma":0.004819614,"domain_scores_codex":[0.999102,0.0004042097,0.00005799992,0.00006479775,0.0002316555,0.0001394205],"domain_scores_gemma":[0.9977441,0.0005541663,0.0002258866,0.0001217219,0.0002343045,0.001119858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009318644,0.007540962,0.01609087,0.000516921,0.00004902137,0.0004688703,0.0006903927,0.0002875702,0.001579128,0.004398721,0.04370777,0.923738],"study_design_scores_gemma":[0.01158416,0.01986755,0.4913682,0.002822406,0.0002616036,0.003217642,0.001981405,0.001916932,0.007182177,0.007685273,0.4519816,0.0001310232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6569557,0.02264743,0.04355922,0.07419293,0.005697974,0.05189018,0.005841593,0.002709885,0.1365052],"genre_scores_gemma":[0.6890461,0.02416446,0.1707771,0.01925613,0.001265908,0.03698599,0.004108124,0.0001281185,0.05426802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00518923,"threshold_uncertainty_score":0.01735973,"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."}}