{"id":"W3162583449","doi":"10.1002/wps.20858","title":"The Horyzons project: a randomized controlled trial of a novel online social therapy to maintain treatment effects from specialist first‐episode psychosis services","year":2021,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; Douglas Mental Health University Institute","funders":"National Health and Medical Research Council; Medical Research Council; State Government of Victoria; Telstra Foundation","keywords":"Randomized controlled trial; Psychological intervention; Medicine; Psychosis; Moderation; Intervention (counseling); Psychiatry; Peer support; Psychology; Mental health; Clinical psychology; Physical therapy; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006399783,0.0004406624,0.001691451,0.0002262923,0.0004478975,0.0001278548,0.0004370503,0.0001335561,0.0003641527],"category_scores_gemma":[0.00006440369,0.0002979436,0.001499948,0.0007516665,0.0001669639,0.000062544,0.0000638968,0.0002139446,0.00007406687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752269,"about_ca_system_score_gemma":0.0001440302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004522673,"about_ca_topic_score_gemma":0.1085385,"domain_scores_codex":[0.9959598,0.0009391789,0.001477982,0.0006540581,0.0003868396,0.0005821412],"domain_scores_gemma":[0.9964187,0.001937445,0.0006491413,0.000724173,0.0001113523,0.0001592073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9090092,0.01481519,0.0003705309,0.00005850854,0.002468452,0.000006517206,0.00157625,0.00000103279,0.000009862469,0.05226896,0.00893,0.01048547],"study_design_scores_gemma":[0.9534966,0.001313542,0.001509197,0.000299794,0.0003283129,0.000003015368,0.0009182064,0.00001687951,0.00003792108,0.005233595,0.03655781,0.0002850969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218507,0.006928696,0.0003820824,0.07633155,0.03549129,0.02400988,0.001896915,0.0002174698,0.03289148],"genre_scores_gemma":[0.9361008,0.00019143,0.005639895,0.005578551,0.006786273,0.01762106,0.0005032147,0.0001968746,0.02738195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142501,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499714153870088,"score_gpt":0.3723933398250597,"score_spread":0.3473961982863589,"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."}}