{"id":"W2794496003","doi":"10.1093/schbul/sby016.509","title":"T233. DEFINING TREATMENT RESPONSE AND RESISTANCE IN FIRST EPISODE SCHIZOPHRENIA","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Antipsychotic; Schizophrenia (object-oriented programming); Psychosis; Prospective cohort study; Psychology; Medicine; Cohort; Psychiatry; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415206,0.0003014619,0.0004403042,0.000777042,0.0006065597,0.001088718,0.000481373,0.0008672506,0.006801538],"category_scores_gemma":[0.00724281,0.0001525062,0.001216487,0.0008938506,0.000378844,0.0004872646,0.0006545279,0.0008415222,0.0009080418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009758701,"about_ca_system_score_gemma":0.00145672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009188422,"about_ca_topic_score_gemma":0.01388737,"domain_scores_codex":[0.9975878,0.001052366,0.0002772227,0.0003346626,0.0004935479,0.0002544006],"domain_scores_gemma":[0.9951305,0.001101555,0.002740335,0.000133381,0.0004422572,0.0004519262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002101032,0.0003163792,0.9519644,0.0002912686,0.0003320773,0.0005880878,0.0007791261,0.0005944114,0.001671053,0.001098885,0.002917437,0.03734578],"study_design_scores_gemma":[0.00005810397,0.0009184225,0.9926063,0.0001758489,0.0001051953,0.0009794672,0.0003903525,0.001211854,0.0003633549,0.001098236,0.002058104,0.00003475342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9878621,0.001144202,0.001360084,0.001114306,0.00007759972,0.0001424009,0.002712824,0.00003701734,0.005549381],"genre_scores_gemma":[0.9970067,0.0001345169,0.001017673,0.0002706712,0.00003042897,0.0000946607,0.0006611765,0.0000107458,0.0007734518],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009188422,"threshold_uncertainty_score":0.02275342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035192568095696,"score_gpt":0.273070866321746,"score_spread":0.252718940640789,"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."}}