{"id":"W7033092424","doi":"","title":"Patients’ Preferences for Adjunctive Parkinson’s Disease Treatments: A Discrete-Choice Experiment","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse effect; Logit; Adjunctive treatment; Disease; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001220479,0.0004390806,0.001082196,0.001430505,0.0003810458,0.001205907,0.002807608,0.0001543956,0.01043905],"category_scores_gemma":[0.001447432,0.0004291747,0.000418697,0.001397549,0.0001938504,0.002830662,0.001236787,0.0003428243,0.0003267525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433326,"about_ca_system_score_gemma":0.0001251823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011242,"about_ca_topic_score_gemma":0.00001470599,"domain_scores_codex":[0.9963196,0.0001313443,0.001321328,0.00100681,0.0004183176,0.0008025935],"domain_scores_gemma":[0.9966953,0.0006271856,0.00121424,0.0006259174,0.0002588383,0.0005784915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005648874,0.0004932974,0.913145,0.0000808648,0.0004877766,0.000009895793,0.0004088739,0.00008711011,0.0001665492,0.002675804,0.07753334,0.004346588],"study_design_scores_gemma":[0.002227009,0.000047719,0.8244897,0.000165535,0.00005507279,2.012894e-7,0.0001499055,0.000267214,0.0008376033,0.05571925,0.1155048,0.0005359825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645687,0.01151244,0.0001032851,0.0002936487,0.001309693,0.002429947,0.00308579,0.0000839835,0.01661254],"genre_scores_gemma":[0.9839377,0.0116436,0.00007204511,0.0001705162,0.0003494243,0.000904586,0.0002493985,0.0000883537,0.002584337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08865533,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4240845825607165,"score_gpt":0.5500114308809715,"score_spread":0.125926848320255,"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."}}