{"id":"W2051467860","doi":"10.1097/yic.0b013e3283372977","title":"Medication satisfaction in schizophrenia: a blinded-initiation study of paliperidone extended release in patients suboptimally responsive to risperidone","year":2010,"lang":"en","type":"article","venue":"International Clinical Psychopharmacology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Humber River Regional Hospital","funders":"","keywords":"Risperidone; Medicine; Paliperidone; Randomized controlled trial; Positive and Negative Syndrome Scale; Clinical endpoint; Population; Somnolence; Schizophrenia (object-oriented programming); Adverse effect; Internal medicine; Patient satisfaction; Physical therapy; Psychiatry; Psychosis; Surgery","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":[0.001020981,0.0001813122,0.0004617643,0.0009075825,0.00002821823,0.00001082725,0.0002087247,0.0002134437,0.0006491368],"category_scores_gemma":[0.002219911,0.0001710146,0.000101458,0.0004763305,0.0001014553,0.0001317762,0.00007603296,0.000950949,0.00009627601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001751453,"about_ca_system_score_gemma":0.0002813658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721589,"about_ca_topic_score_gemma":0.00339055,"domain_scores_codex":[0.9968104,0.0003830223,0.001277433,0.0005722486,0.000694923,0.0002620108],"domain_scores_gemma":[0.9979439,0.0006495562,0.0002782296,0.000302546,0.0005189313,0.0003068232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1769262,0.009058275,0.7755124,0.000007945005,0.0001696163,0.0001080844,0.0002023538,0.00002284904,0.004504627,0.00009840598,0.0003680597,0.03302122],"study_design_scores_gemma":[0.06367657,0.003482402,0.9316879,0.00003130192,0.00004611941,0.000006895276,0.0000806217,0.000313032,0.0002466183,0.0002461236,0.00007302187,0.0001094091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916616,0.000009493087,0.00002017054,0.004260061,0.002091615,0.001717712,0.00002444818,0.00002649511,0.0001883688],"genre_scores_gemma":[0.9971178,0.00005984229,0.001496711,0.0006014527,0.0003277172,0.0002845807,0.00006244497,0.00002130771,0.00002813978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1561755,"threshold_uncertainty_score":0.7107592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001636160128261,"score_gpt":0.4453616468816156,"score_spread":0.405345285280333,"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."}}