{"id":"W2790635366","doi":"10.1177/0962280218759693","title":"MethodCompare: An R package to assess bias and precision in method comparison studies","year":2018,"lang":"en","type":"article","venue":"Statistical Methods in Medical Research","topic":"Data Analysis with R","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"R package; Statistics; Computer science; Econometrics; Mathematics","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1069093,0.0002612404,0.001095865,0.001330944,0.0002090765,0.0002937022,0.002433548,0.0002220011,0.0002004412],"category_scores_gemma":[0.1506537,0.0002042454,0.00003442837,0.004157698,0.001059392,0.0004295981,0.003031411,0.001630433,0.00007101271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892134,"about_ca_system_score_gemma":0.0003439522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004497695,"about_ca_topic_score_gemma":0.001136299,"domain_scores_codex":[0.957796,0.03454702,0.001220452,0.001624818,0.003549658,0.001262028],"domain_scores_gemma":[0.9148766,0.0809546,0.0001006416,0.001665133,0.0008012134,0.001601794],"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":[0.00007033278,0.0001919693,0.001997152,0.00005069814,0.00002304328,0.0001827371,0.001778499,0.000004067343,0.0003227699,0.140479,0.001676608,0.8532231],"study_design_scores_gemma":[0.0009697363,0.001337698,0.04167146,0.0003895735,0.00001583739,0.00002442021,0.002875878,0.7867916,0.003245056,0.1550721,0.007149896,0.0004567896],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0024855,0.0002520028,0.9934523,0.002047078,0.0002579976,0.0004067759,0.00001624611,0.00006351718,0.001018637],"genre_scores_gemma":[0.0264273,0.00005886183,0.9729335,0.0002947076,0.0001268008,0.0001020443,0.000006379281,0.00001924927,0.00003114055],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8527663,"threshold_uncertainty_score":0.9196249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6339406249091168,"score_gpt":0.7103905885533488,"score_spread":0.07644996364423196,"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."}}