{"id":"W2081605307","doi":"10.1097/01.nmd.0000131804.34977.c1","title":"Can Patients at Risk for Persistent Negative Symptoms Be Identified During Their First Episode of Psychosis?","year":2004,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychosis; Schizophrenia (object-oriented programming); Internal medicine; Negative symptom; Medicine; Psychology; Psychiatry; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001209413,0.0001194335,0.0002099211,0.00006152274,0.000252268,0.0000109436,0.00008149064,0.0000175364,0.00001841582],"category_scores_gemma":[0.00005270598,0.0000645403,0.0002536214,0.00005245586,0.0001053659,0.00005130189,0.00004723314,0.00008624444,7.177198e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370561,"about_ca_system_score_gemma":0.00005028295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619533,"about_ca_topic_score_gemma":0.0002632304,"domain_scores_codex":[0.9991296,0.00003874338,0.0002513991,0.00009437435,0.0003040266,0.0001818805],"domain_scores_gemma":[0.9990431,0.0000647896,0.0002326021,0.0001358318,0.0001108175,0.00041288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2608064,0.007593936,0.688355,0.001114954,0.005597888,0.0001466284,0.01459002,0.0005189837,0.004526743,0.000120709,0.001670587,0.01495804],"study_design_scores_gemma":[0.02735018,0.002371616,0.9613742,0.0003908296,0.0008970248,0.00006422463,0.001001134,0.00004512875,0.005472758,0.0008898195,0.00004574024,0.00009741144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950604,0.001223719,0.000002957676,0.002722701,0.00008352382,0.0005515222,0.0003398671,0.000003217507,0.00001213056],"genre_scores_gemma":[0.9986545,0.001038373,0.0000550323,0.0000669877,0.00005725054,0.0000145182,0.00001708885,0.00001250584,0.00008371823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2730191,"threshold_uncertainty_score":0.2631877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408413123475588,"score_gpt":0.2616248934110431,"score_spread":0.2475407621762872,"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."}}