{"id":"W3027436618","doi":"10.1093/schbul/sbaa029.805","title":"T245. A MODEL 2.0 FOR EARLY INTERVENTION SERVICES FOR PSYCHOSIS: USING A LEARNING HEALTHCARE SYSTEM APPROACH TO IMPROVE EVIDENCE-BASED CARE","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychological intervention; Psychosocial; Health care; Intervention (counseling); Psychology; Evidence-based practice; Medicine; Psychiatry; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01967729,0.000771905,0.0004306377,0.002717684,0.001938792,0.007228146,0.00307551,0.003036569,0.02226516],"category_scores_gemma":[0.02704468,0.0006284842,0.002121822,0.002184723,0.001679866,0.00360857,0.008817528,0.00318983,0.005449937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012235,"about_ca_system_score_gemma":0.05134504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833735,"about_ca_topic_score_gemma":0.03757628,"domain_scores_codex":[0.9830169,0.01099335,0.00132886,0.0005890616,0.003129742,0.0009420743],"domain_scores_gemma":[0.9750746,0.008178139,0.002113295,0.001781262,0.005418336,0.007434385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003795,0.001966263,0.01221712,0.005592818,0.0004032297,0.0006512451,0.003374675,0.007490797,0.002791941,0.1524943,0.2770101,0.5356279],"study_design_scores_gemma":[0.001137075,0.002657318,0.01607744,0.009177522,0.0004890901,0.001046514,0.004031299,0.03417866,0.003216158,0.09694478,0.8307427,0.0003014004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03514914,0.003077606,0.2937821,0.2688716,0.003717008,0.013726,0.00539521,0.01309393,0.3631874],"genre_scores_gemma":[0.2058897,0.003892359,0.7324831,0.02134862,0.000849747,0.007213288,0.003232314,0.0006371274,0.02445385],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02226516,"threshold_uncertainty_score":0.1040648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330899899503193,"score_gpt":0.4057999394853217,"score_spread":0.1727099495350024,"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."}}