{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07168199,0.004099906,0.004525821,0.008901943,0.001104482,0.00497057,0.005004589,0.002276741,0.06088536],"category_scores_gemma":[0.3469515,0.003015488,0.006059503,0.007755423,0.001884841,0.003452221,0.005167983,0.004832078,0.01522622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648371,"about_ca_system_score_gemma":0.008014223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640218,"about_ca_topic_score_gemma":0.003404071,"domain_scores_codex":[0.9300627,0.04603973,0.008148369,0.005783973,0.009282628,0.0006826764],"domain_scores_gemma":[0.5821936,0.3569021,0.02200575,0.020072,0.01785212,0.0009744965],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002257395,0.0003228027,0.01926455,0.02584628,0.01743014,0.0006360883,0.00167143,0.01169921,0.002759031,0.02943072,0.5771627,0.3115197],"study_design_scores_gemma":[0.002804174,0.000724624,0.02787487,0.007984879,0.008854012,0.001839435,0.0004717051,0.06756065,0.008312063,0.1359482,0.7366154,0.001009971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004613862,0.004458363,0.8523039,0.001621552,0.001731159,0.003483702,0.05572179,0.07139593,0.004669758],"genre_scores_gemma":[0.03808002,0.002360523,0.8530623,0.001683574,0.0006496678,0.0237412,0.01974406,0.05689598,0.003782606],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.928318,"threshold_uncertainty_score":0.3790951,"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."}}