{"id":"W4316143339","doi":"10.1002/wps.21038","title":"Accelerating Medicines Partnership<sup>®</sup> Schizophrenia (AMP<sup>®</sup>SCZ): developing tools to enable early intervention in the psychosis high risk state","year":2023,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Schizophrenia (object-oriented programming); Psychological intervention; Psychiatry; Psychosis; Intervention (counseling); Mental illness; At risk mental state; Comorbidity; General partnership; Psychology; Clinical psychology; Medicine; Mental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001989573,0.0005836285,0.0007238508,0.001332001,0.0005096226,0.000401473,0.0006243678,0.0001389936,0.0003846119],"category_scores_gemma":[0.0004531708,0.0004221703,0.0003391014,0.004110865,0.0001052945,0.0003800612,0.0001808908,0.001081178,0.00121975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602062,"about_ca_system_score_gemma":0.000370288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074923,"about_ca_topic_score_gemma":0.01046142,"domain_scores_codex":[0.9948291,0.0005548934,0.001087808,0.0009890563,0.001202594,0.001336544],"domain_scores_gemma":[0.9975005,0.0005382278,0.000234222,0.001072342,0.0001685232,0.0004861399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01067947,0.00096793,0.7568811,0.0005623639,0.0009023488,0.0002345995,0.00798912,0.002093293,0.00002775735,0.008345963,0.1001596,0.1111565],"study_design_scores_gemma":[0.02321706,0.001626118,0.9104509,0.004103062,0.0004655073,0.00008248125,0.006919347,0.002544173,0.0002182332,0.02598688,0.02311462,0.001271646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609753,0.0008029928,0.0001615111,0.0340622,0.0004852731,0.001911044,0.00005654055,0.0003381597,0.001206937],"genre_scores_gemma":[0.9746432,0.0002532746,0.01742091,0.001860033,0.001250842,0.0009478982,0.0003092176,0.0001131247,0.003201447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535698,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158566980821105,"score_gpt":0.3373662540552936,"score_spread":0.2857805842470825,"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."}}