{"id":"W2332763508","doi":"10.1097/bco.0000000000000209","title":"Shape-matching","year":2015,"lang":"en","type":"article","venue":"Current Orthopaedic Practice","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Coronal plane; Sagittal plane; Medicine; Radiography; Orthodontics; Total knee arthroplasty; Limiting; Implant; Surgery; Radiology","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":[0.001264614,0.0006100083,0.0004898658,0.001826173,0.0004562944,0.001398074,0.001359304,0.000641924,0.01872307],"category_scores_gemma":[0.007086262,0.0003762768,0.0007982551,0.002199152,0.0005246081,0.001253301,0.00151284,0.0003817364,0.008894075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006206693,"about_ca_system_score_gemma":0.0008305222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295353,"about_ca_topic_score_gemma":0.001025703,"domain_scores_codex":[0.9983057,0.00016411,0.0001725401,0.0003336296,0.0009420355,0.00008192992],"domain_scores_gemma":[0.997693,0.0004770953,0.0003497323,0.0007714438,0.0006441528,0.00006451646],"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":[0.0003763267,0.00009896056,0.01686545,0.0003630172,0.000060483,0.0003374619,0.0003285035,0.01177247,0.03873103,0.009618729,0.008622822,0.9128247],"study_design_scores_gemma":[0.0001779063,0.00114498,0.07265884,0.0004000562,0.0003422326,0.02181831,0.0007953235,0.3060031,0.2157506,0.03095155,0.3496043,0.0003527741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08732935,0.001039663,0.8623781,0.00032244,0.0002264345,0.0006276552,0.001618842,0.00501234,0.04144525],"genre_scores_gemma":[0.5129757,0.0007512285,0.4664421,0.0003174601,0.00007264604,0.0003553111,0.003651848,0.0011138,0.01431998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01872307,"threshold_uncertainty_score":0.06263489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06187952994030729,"score_gpt":0.3592757835707225,"score_spread":0.2973962536304152,"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."}}