{"id":"W3202214427","doi":"10.1002/9781119413936.ch33","title":"Revision of the Femoral Component","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Impaction; Groin; Surgery; Femur","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003856845,0.000358196,0.0007771018,0.000162353,0.00007807394,0.00001838358,0.0002096831,0.0003297789,0.007838098],"category_scores_gemma":[0.000480285,0.0002203338,0.0004752678,0.0003651676,0.0003104888,0.0000310724,0.0001600125,0.0005441279,0.00004506987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004881955,"about_ca_system_score_gemma":0.0008516606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315353,"about_ca_topic_score_gemma":0.00005473461,"domain_scores_codex":[0.9974643,0.000189133,0.0005281162,0.0004561655,0.001049403,0.0003128978],"domain_scores_gemma":[0.9979346,0.0001742778,0.0005295729,0.001059318,0.0001156776,0.0001865782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00013922,0.0002872386,0.09050772,0.002836363,0.0001389364,0.0003428185,0.0000328942,0.00001533635,0.000108819,0.00008333605,0.8231807,0.08232658],"study_design_scores_gemma":[0.0008658987,0.0001886276,0.006727951,0.02826963,0.0002962325,0.00007998584,0.00001888719,0.000116754,0.0001423543,8.550448e-7,0.963066,0.0002268122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04884305,0.3256572,0.004971742,0.03251545,0.02420203,0.01113801,0.00116973,0.001210836,0.550292],"genre_scores_gemma":[0.06121902,0.0137768,0.004952002,0.006149482,0.003912204,0.00001856345,0.0003732025,0.0008770383,0.9087217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3584297,"threshold_uncertainty_score":0.9930689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230055837885098,"score_gpt":0.302654980655589,"score_spread":0.250354422276738,"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."}}