{"id":"W4392550812","doi":"10.1503/cjs.008223","title":"Gap patterns and radiographic follow-up of newer-generation cementless total knee arthroplasty designs","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Radiodensity; Radiography; Tibia; Total knee arthroplasty; Implant; Arthroplasty; Surgery; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009087576,0.0002098191,0.000233013,0.00140632,0.0001855314,0.0003881577,0.0002906096,0.0004083922,0.001000292],"category_scores_gemma":[0.004732886,0.0001823471,0.0004683388,0.0009354887,0.0002598936,0.0005774742,0.000430282,0.0002937728,0.0001810307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799888,"about_ca_system_score_gemma":0.0002024332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007247429,"about_ca_topic_score_gemma":0.001184501,"domain_scores_codex":[0.9993947,0.0001262758,0.0001479632,0.00009340128,0.0001560851,0.00008163723],"domain_scores_gemma":[0.9939523,0.001034905,0.003993134,0.0002794813,0.0004330601,0.0003070014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002935787,0.00002978698,0.9956378,0.00001503845,0.00002150277,0.0001937517,0.0000909532,0.00003853982,0.0006265082,0.000006182889,0.0000346723,0.003011715],"study_design_scores_gemma":[0.000008612808,0.0003104531,0.9970422,0.000007816456,0.00002419178,0.001774088,0.0001643518,0.0001102701,0.000414418,0.000008806315,0.0001308491,0.00000375935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994252,0.0002790709,0.00005989682,0.000006301163,0.000001268311,0.000005375442,0.00009368158,0.000002650733,0.0001265869],"genre_scores_gemma":[0.9996946,0.00005727222,0.0000846188,0.000006625089,0.000002957452,0.000006886775,0.0001104479,0.000001211003,0.00003534623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00140632,"threshold_uncertainty_score":0.004806042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05988276276204955,"score_gpt":0.253616954688334,"score_spread":0.1937341919262844,"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."}}