{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041762,0.0003434342,0.0007328317,0.0003669266,0.0007402926,0.0001356736,0.0002349093,0.00006509869,0.00007240618],"category_scores_gemma":[0.0004278509,0.0002026657,0.0002530302,0.000580012,0.0005692409,0.0003623559,0.0001329771,0.0009129295,0.000001999935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973943,"about_ca_system_score_gemma":0.0005556021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008012354,"about_ca_topic_score_gemma":0.002802727,"domain_scores_codex":[0.9969772,0.0003916987,0.0006921666,0.000310867,0.001140164,0.000487905],"domain_scores_gemma":[0.997521,0.0003541673,0.000795333,0.0002897698,0.00071113,0.0003285826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1450263,0.0005524656,0.3987507,0.001223316,0.005206855,0.004920481,0.01089296,0.001029505,0.006702774,0.00006962204,0.0003812998,0.4252437],"study_design_scores_gemma":[0.08273835,0.01755804,0.7583947,0.005687629,0.01013756,0.004874538,0.02382491,0.006072712,0.08739965,0.0001639218,0.001856163,0.001291883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99538,0.001767216,0.0001680077,0.0006057333,0.0005289811,0.0008647572,0.0000158872,0.0000247469,0.0006446438],"genre_scores_gemma":[0.9950853,0.000313953,0.001571092,0.00003643767,0.002903891,0.00001204061,0.000005969958,0.00004804194,0.00002330138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4239519,"threshold_uncertainty_score":0.8264469,"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."}}