{"id":"W2885976838","doi":"10.18553/jmcp.2018.24.8.759","title":"Projecting the Potential Effect of Using Paliperidone Palmitate Once-Monthly and Once-Every-3-Months Long-Acting Injections Among Medicaid Beneficiaries with Schizophrenia","year":2018,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Janssen Scientific Affairs","keywords":"Paliperidone Palmitate; Medicine; Medicaid; Schizophrenia (object-oriented programming); Antipsychotic; Discontinuation; Paliperidone; Population; Randomized controlled trial; Inclusion and exclusion criteria; Internal medicine; Psychiatry; Environmental health; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02023908,0.001204172,0.001816079,0.001018027,0.0003939221,0.001872428,0.001808046,0.002152353,0.005972971],"category_scores_gemma":[0.03180833,0.0009799168,0.005770945,0.0007704271,0.00074053,0.001402503,0.001690093,0.002389408,0.0004735213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006127597,"about_ca_system_score_gemma":0.007301344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03096777,"about_ca_topic_score_gemma":0.02023302,"domain_scores_codex":[0.9871421,0.01058938,0.0003077979,0.0008545605,0.0003291763,0.0007769998],"domain_scores_gemma":[0.9732347,0.02144477,0.002941402,0.0005208657,0.0006121179,0.00124605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03930797,0.003582397,0.1696839,0.00177811,0.006650063,0.0001786006,0.0004497502,0.7083366,0.0006742579,0.009068398,0.003853629,0.05643628],"study_design_scores_gemma":[0.007535464,0.01545805,0.05071255,0.0007219024,0.006946879,0.0001074562,0.0005928195,0.8997127,0.001132525,0.01311566,0.003795689,0.0001683063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692736,0.001771685,0.01039421,0.00328845,0.0001015294,0.002260401,0.009196868,0.00008973662,0.003623539],"genre_scores_gemma":[0.9864898,0.0006058758,0.00781549,0.000515252,0.00002684767,0.001537801,0.001999136,0.00001127679,0.0009985446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03096777,"threshold_uncertainty_score":0.1070358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829338905889404,"score_gpt":0.3181818820228747,"score_spread":0.2998884929639807,"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."}}