{"id":"W2016463457","doi":"10.3111/13696998.2013.838571","title":"Validation of an economic model of paliperidone palmitate for chronic schizophrenia","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Paliperidone Palmitate; Medicine; Schizophrenia (object-oriented programming); Paliperidone; Psychiatry; Internal medicine; Antipsychotic","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":[0.0007736452,0.0001166425,0.0005835977,0.0001782543,0.00002179505,0.00001403115,0.0002193315,0.0001336189,0.0004580994],"category_scores_gemma":[0.0002028712,0.00009071654,0.0002443322,0.00002766003,0.0001236421,0.0002500113,0.00003258682,0.000197354,0.00001301307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640933,"about_ca_system_score_gemma":0.002022659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004176772,"about_ca_topic_score_gemma":0.00003254469,"domain_scores_codex":[0.9984586,0.00003067352,0.0009351187,0.0001292481,0.0002449595,0.0002014427],"domain_scores_gemma":[0.99837,0.0001508034,0.0005690762,0.0002156276,0.0001841921,0.0005103308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05906865,0.00407738,0.004276351,0.00181783,0.0046244,0.00006007245,0.000823348,0.05900287,0.02358973,0.02258741,0.005185408,0.8148866],"study_design_scores_gemma":[0.03479659,0.006588438,0.00490158,0.0003745383,0.0003400806,0.000288714,0.0001655827,0.8596146,0.07074784,0.02171757,0.0002341749,0.000230337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950077,0.0002418255,0.0008040344,0.003377678,0.0001553429,0.0003266036,0.00003306187,0.000003748404,0.00005001286],"genre_scores_gemma":[0.984842,0.001100111,0.01348438,0.000052019,0.0004359292,0.00001596904,0.00002030959,0.00002003962,0.0000292485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8146562,"threshold_uncertainty_score":0.5015867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119009469812346,"score_gpt":0.3072504701223904,"score_spread":0.2760603754242669,"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."}}