{"id":"W1757566366","doi":"10.1111/eip.12217","title":"Duration of active psychosis and first‐episode psychosis negative symptoms","year":2015,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"dup; Psychosis; Psychology; Confounding; Psychiatry; Clinical psychology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002382865,0.0001544403,0.0002683217,0.0003218123,0.00003587113,0.00002334046,0.00007325949,0.0001015004,0.0001304812],"category_scores_gemma":[0.000111231,0.0001360233,0.0001632074,0.000350581,0.00008777131,0.0002184534,0.00002849705,0.0002038027,0.0000391259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122581,"about_ca_system_score_gemma":0.00003474814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199577,"about_ca_topic_score_gemma":0.006645924,"domain_scores_codex":[0.9986107,0.00009472667,0.0004610114,0.0003010237,0.000332785,0.0001997963],"domain_scores_gemma":[0.9991556,0.00004474212,0.0001838073,0.0002460103,0.0001599516,0.0002099109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007046044,0.0012,0.9638268,0.0001236903,0.0002760364,0.000003288759,0.0009201024,0.000001644643,0.00001155272,0.002073892,0.002875439,0.02164148],"study_design_scores_gemma":[0.01062775,0.002383421,0.9725615,0.0007854168,0.0000709091,0.00001857902,0.0006492985,0.0001052385,0.00071246,0.01187952,0.00008824562,0.0001176325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930869,0.000811248,0.0002698259,0.003564109,0.0007290652,0.0005473326,0.00002162478,0.00003039381,0.0009395396],"genre_scores_gemma":[0.9953349,0.00006113466,0.004034848,0.00004760936,0.00009882447,0.0001468355,0.00002099142,0.00001790833,0.0002370031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152385,"threshold_uncertainty_score":0.5546871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053188790236006,"score_gpt":0.3235017448270183,"score_spread":0.3029698569246583,"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."}}