{"id":"W2981453155","doi":"10.1007/s11044-019-09710-3","title":"Rebuttal to comments by R. Dumas","year":2019,"lang":"en","type":"article","venue":"Multibody System Dynamics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"","keywords":"Rebuttal; Mathematical economics; Epistemology; Philosophy; Calculus (dental); Computer science; Law and economics; Mathematics; Political science; Sociology; Law; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001740235,0.0001949242,0.0003767227,0.00008275508,0.00007864909,0.00002867241,0.00009598093,0.000103483,0.0000975801],"category_scores_gemma":[0.00001979312,0.0001603995,0.00008794666,0.0001269981,0.00002104162,0.0000600979,0.00007754382,0.000154219,0.001600116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738788,"about_ca_system_score_gemma":0.00003590239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442018,"about_ca_topic_score_gemma":0.0000328573,"domain_scores_codex":[0.9986014,0.00003407275,0.0003253162,0.0003235577,0.0003476747,0.0003679558],"domain_scores_gemma":[0.9991235,0.00003745488,0.00007876159,0.0004234323,0.00006257344,0.0002743467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004444692,0.0005129861,0.9354622,0.001169288,0.0002630005,0.0002262239,0.0006096507,0.00005832394,0.009098574,0.002982105,0.02658464,0.02258859],"study_design_scores_gemma":[0.02089417,0.003240083,0.2339044,0.003474179,0.0003184439,0.002466647,0.007210832,0.4169092,0.0005860378,0.000005664732,0.3090148,0.001975527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849164,0.00004693888,0.001496636,0.0005695868,0.001350341,0.00101906,0.0002939001,0.0001787651,0.01012832],"genre_scores_gemma":[0.9885811,0.00000361549,0.0004157501,0.0006030871,0.0001148706,0.00001459549,0.0003352592,0.00004196485,0.009889777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7015577,"threshold_uncertainty_score":0.9991773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00547025149716467,"score_gpt":0.2453460000799156,"score_spread":0.2398757485827509,"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."}}