{"id":"W4392577697","doi":"10.29007/mg23","title":"Mechanical vs Arithmetic Definitions of Coronal Plane Alignment of the Knee (CPAK) Measures Have Different Distributions: An Assessment of 3947 Cases","year":2024,"lang":"en","type":"article","venue":"EPiC series in health sciences","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronal plane; Total knee arthroplasty; Medicine; Orthodontics; Kinematics; Arthroplasty; Ankle; Computer science; Surgery; Radiology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.002430849,0.0003867698,0.0007558538,0.004946875,0.0004454447,0.0009285259,0.0006356215,0.0005670119,0.001399009],"category_scores_gemma":[0.01060965,0.0004852844,0.0006720476,0.003970144,0.0009423044,0.0005264311,0.001073405,0.0003003711,0.0006811234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267034,"about_ca_system_score_gemma":0.000327913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015063,"about_ca_topic_score_gemma":0.001182633,"domain_scores_codex":[0.9956862,0.0008803266,0.001203755,0.0006889864,0.001193173,0.0003475806],"domain_scores_gemma":[0.9865112,0.004909154,0.005686637,0.001479639,0.001002343,0.0004110807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009859035,0.00001281716,0.995129,0.00002565624,0.00003607525,0.0005656239,0.0002273001,0.00004521741,0.0004038738,0.00002619524,0.00006759261,0.003362019],"study_design_scores_gemma":[0.000007712893,0.0001181613,0.9927322,0.00002160218,0.00003570932,0.005572924,0.0006190361,0.0001996948,0.0002917757,0.000039734,0.0003493637,0.00001217636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986461,0.0003824982,0.0003508557,0.00001291441,0.000003310085,0.00001630386,0.0002870487,0.00000532995,0.0002957589],"genre_scores_gemma":[0.9987335,0.0002467025,0.0003336653,0.00001236249,0.00001279405,0.00003273657,0.0005411129,0.000008646799,0.00007858271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004946875,"threshold_uncertainty_score":0.01285577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08646886535315079,"score_gpt":0.3858153058346106,"score_spread":0.2993464404814598,"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."}}