{"id":"W4205312260","doi":"10.1503/jpn.210138","title":"Multidimensional predictors of negative symptoms in antipsychotic-naive first-episode psychosis","year":2022,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosis; Internal medicine; Drug-naïve; Psychology; Schizophrenia (object-oriented programming); Amygdala; Positive and Negative Syndrome Scale; Brain-derived neurotrophic factor; Antipsychotic; Psychiatry; Medicine; Clinical psychology; Neurotrophic factors; Drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000543219,0.0004189838,0.000355778,0.0005704576,0.0004062107,0.0004711681,0.0003001355,0.000536808,0.001753211],"category_scores_gemma":[0.002531512,0.0002290931,0.0003356758,0.0004345245,0.0003438013,0.0002412905,0.0004661733,0.0005835206,0.0001694348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004117859,"about_ca_system_score_gemma":0.0003691653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003222922,"about_ca_topic_score_gemma":0.007046082,"domain_scores_codex":[0.9997334,0.00007949721,0.00003658457,0.00004779589,0.0000704307,0.00003233372],"domain_scores_gemma":[0.9978105,0.0004290422,0.001224663,0.00006675875,0.0001228056,0.0003462658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190873,0.00003384884,0.9979306,0.00001402051,0.00003483061,0.0001093141,0.00004134972,0.00007951265,0.0004239482,0.000008830569,0.00003330239,0.001099497],"study_design_scores_gemma":[0.000004336601,0.00005718577,0.9995564,0.000003686914,0.000009320447,0.0001636147,0.00002417298,0.0001176676,0.0000250491,0.00002111848,0.00001547106,0.00000198971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993817,0.0002359341,0.00004080646,0.00003487407,0.000003073158,0.000005642514,0.00008725259,0.000003111836,0.0002075581],"genre_scores_gemma":[0.9997661,0.00005223908,0.00005773143,0.000006587244,0.000002875323,0.00000332862,0.00008095054,6.525602e-7,0.00002951556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003222922,"threshold_uncertainty_score":0.006408334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649416817942143,"score_gpt":0.2923022924329953,"score_spread":0.2758081242535738,"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."}}