{"id":"W2005153650","doi":"10.4137/cmt.s3567","title":"Risperidone for Individuals with Refractory Schizophrenia","year":2010,"lang":"en","type":"article","venue":"Clinical Medicine Insights Therapeutics","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Risperidone; Schizophrenia (object-oriented programming); Refractory (planetary science); Antipsychotic; Clozapine; Psychiatry; Atypical antipsychotic; Medicine; Psychology","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":[0.0006998873,0.0003563092,0.0008866125,0.0002021289,0.000182389,0.00002351112,0.0002517243,0.0003632491,0.0002895161],"category_scores_gemma":[0.000606755,0.0001911443,0.0001994815,0.0003075614,0.0011438,0.00008763807,0.00004564262,0.001285194,0.00007772406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003463789,"about_ca_system_score_gemma":0.0005440733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001758656,"about_ca_topic_score_gemma":0.0001454811,"domain_scores_codex":[0.9972832,0.0001023107,0.0008231121,0.0006023001,0.0006922005,0.0004968288],"domain_scores_gemma":[0.9958652,0.001839022,0.0002198126,0.0009396048,0.0004197401,0.0007166335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08829377,0.006482492,0.1822395,0.000301483,0.005335095,0.0005099818,0.001118869,5.08547e-7,0.0158831,0.03017868,0.007749552,0.661907],"study_design_scores_gemma":[0.07216004,0.02599253,0.2258851,0.0004389148,0.001877272,0.0002602799,0.0002164871,0.0002270138,0.003602994,0.01244536,0.6562756,0.000618452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980854,0.001280993,0.0004874127,0.01308608,0.0009810216,0.001516045,0.00001369807,0.000166235,0.001614564],"genre_scores_gemma":[0.9640198,0.0007995834,0.02708284,0.003773478,0.003318729,0.0001583438,0.00008888136,0.00008695597,0.00067142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6612886,"threshold_uncertainty_score":0.7794639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233823778095527,"score_gpt":0.4070628769732801,"score_spread":0.3247246391923249,"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."}}