{"id":"W4400349545","doi":"10.2106/jbjs.rvw.24.00064","title":"Cementless Total Knee Arthroplasty","year":2024,"lang":"en","type":"review","venue":"JBJS Reviews","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Total knee arthroplasty; Fixation (population genetics); Arthroplasty; Surgery","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":[0.001118777,0.0008689261,0.001742552,0.003515634,0.00026554,0.00150394,0.0009962602,0.0009654629,0.02247343],"category_scores_gemma":[0.002920292,0.0003669789,0.00156813,0.002335228,0.0003547294,0.001468088,0.000645504,0.001560064,0.008031318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007765375,"about_ca_system_score_gemma":0.001664092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699502,"about_ca_topic_score_gemma":0.003273782,"domain_scores_codex":[0.9988899,0.0001476548,0.0002732181,0.0001009132,0.000539051,0.00004938085],"domain_scores_gemma":[0.9985169,0.0004441775,0.0003596204,0.00004595768,0.0005746091,0.00005883461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000130547,0.00002541949,0.0001270249,0.03890788,0.0002823965,0.0001041933,0.00002392016,0.00007277942,0.0003784314,0.001086725,0.1328195,0.8260412],"study_design_scores_gemma":[0.00007566706,0.0001004869,0.001118796,0.01430133,0.0004695214,0.001590296,0.00002936897,0.00003535921,0.0002018903,0.0006003443,0.9814589,0.00001809024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008951681,0.9958857,0.00005887335,0.0003123213,0.002121382,0.00001163877,0.00009356941,0.00001378377,0.001413242],"genre_scores_gemma":[0.001240351,0.9938211,0.000197905,0.0008440801,0.001460908,0.00001656848,0.0003341298,0.000006345001,0.002078697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02247343,"threshold_uncertainty_score":0.07518107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07134756263421546,"score_gpt":0.3765718082190989,"score_spread":0.3052242455848834,"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."}}