{"id":"W3201007866","doi":"10.1002/9781119413936.ch43","title":"Patient‐Specific Instrumentation in Total Knee Arthroplasty","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Instrumentation (computer programming); Osteoarthritis; Orthopedic surgery; Arthroplasty; Medical physics; Total knee arthroplasty; Surgery; Physical therapy; Computer science; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005448582,0.0003699933,0.0003518513,0.000778781,0.0006464879,0.001203942,0.0003771349,0.001273225,0.02601076],"category_scores_gemma":[0.002757295,0.0001185812,0.0006877331,0.0009324921,0.0006975962,0.0009005874,0.001162342,0.001297645,0.003513739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000689147,"about_ca_system_score_gemma":0.001196341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334579,"about_ca_topic_score_gemma":0.003388352,"domain_scores_codex":[0.9991751,0.0002624191,0.0001197463,0.00005305839,0.0003094035,0.00008023551],"domain_scores_gemma":[0.9993309,0.0002656427,0.0002030359,0.00003110425,0.00008537919,0.00008395265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001735197,0.0002437967,0.01467755,0.006401523,0.00007587925,0.01437532,0.001069847,0.0006673469,0.0008779642,0.03268223,0.1062747,0.8224804],"study_design_scores_gemma":[0.00005769262,0.0003455785,0.01484765,0.009458039,0.0001080519,0.09749047,0.00154395,0.0003966273,0.0007618298,0.01506027,0.8598809,0.00004898821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03787366,0.3985617,0.01025444,0.0373841,0.004772931,0.0002975266,0.0008508975,0.0003793086,0.5096255],"genre_scores_gemma":[0.420949,0.4239677,0.0174163,0.02700377,0.005772118,0.0003171695,0.001874877,0.0001632565,0.1025357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02601076,"threshold_uncertainty_score":0.08701462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766940931597857,"score_gpt":0.2762364742391815,"score_spread":0.248567064923203,"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."}}