{"id":"W7097063780","doi":"","title":"BONE QUALITY MARKERS AND IMPLANT MIGRATION: THE SEARCH FOR PATIENT-SPECIFIC MODELS OF KNEE ARTHROPLASTY","year":2012,"lang":"en","type":"article","venue":"","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Acknowledgement; Quality (philosophy); Implant; Work (physics); Arthroplasty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00953701,0.0007353296,0.0009737298,0.001836229,0.0003767108,0.003499023,0.001472992,0.0008634988,0.00454521],"category_scores_gemma":[0.02412131,0.0003835462,0.0017447,0.002453887,0.0009584036,0.001301826,0.001119493,0.001025825,0.0003794784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011767,"about_ca_system_score_gemma":0.002961825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004300876,"about_ca_topic_score_gemma":0.008758787,"domain_scores_codex":[0.9977047,0.001380362,0.0001272646,0.0002092131,0.0005038906,0.00007462519],"domain_scores_gemma":[0.9921197,0.004370033,0.00180738,0.0008625658,0.0006614278,0.0001788535],"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":[0.006968076,0.002621726,0.4619575,0.002697661,0.002927612,0.0004709225,0.001849871,0.02041501,0.006241356,0.0224201,0.006158881,0.4652714],"study_design_scores_gemma":[0.0006523421,0.01399193,0.6821584,0.002958971,0.007097736,0.003537157,0.007062408,0.1752377,0.008200788,0.05433473,0.04434355,0.0004243361],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988834,0.02757675,0.05482399,0.005719805,0.0004360123,0.0005513747,0.002601019,0.0001968338,0.009210804],"genre_scores_gemma":[0.982504,0.005337684,0.01013407,0.0001815101,0.00004573121,0.0001636748,0.000581483,0.00002745981,0.001024469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00953701,"threshold_uncertainty_score":0.05043715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283134811590032,"score_gpt":0.2959706828102741,"score_spread":0.2531393346943737,"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."}}