{"id":"W3138058449","doi":"10.1177/1071100721996379","title":"Total Ankle Arthroplasty Radiographic Alignment Comparison Between Patient-Specific Instrumentation and Standard Instrumentation","year":2021,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Instrumentation (computer programming); Radiography; Arthroplasty; Ankle; Surgery; Orthodontics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001346163,0.0002087681,0.0003350272,0.0002541372,0.000134687,0.0001226474,0.00005234029,0.00009366814,0.0007643543],"category_scores_gemma":[0.00003393002,0.000215485,0.0001386889,0.0002637813,0.0001186449,0.0002935608,0.00008846869,0.0001940999,0.00002991236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572435,"about_ca_system_score_gemma":0.0001012886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364984,"about_ca_topic_score_gemma":0.0000207345,"domain_scores_codex":[0.997958,0.00006194543,0.0005557218,0.0004193273,0.0007590086,0.0002459784],"domain_scores_gemma":[0.9991745,0.00007233966,0.0001851293,0.0001700655,0.0002318514,0.0001660759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000315156,0.0002340436,0.7071601,0.00003121793,0.0003345099,0.00005376227,0.0005874598,0.00001413106,0.0038581,0.0007985934,0.003359864,0.2832531],"study_design_scores_gemma":[0.00476507,0.0008726572,0.8703259,0.0002494942,0.0001317611,0.0002261528,0.001913822,0.0003307174,0.03146223,0.0005619429,0.08874229,0.0004179953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936734,0.0006046525,0.0006043583,0.001453407,0.001380724,0.0002808277,0.0001629432,0.00006623252,0.001773451],"genre_scores_gemma":[0.9958813,0.0002774155,0.001422418,0.0001849709,0.0004255534,0.00002909965,0.001533862,0.00002451746,0.0002208422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2828351,"threshold_uncertainty_score":0.8787223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959613775062358,"score_gpt":0.2758145336672555,"score_spread":0.2562183959166319,"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."}}