{"id":"W4282925374","doi":"10.1007/s00064-022-00768-5","title":"Femoral revision with the direct anterior approach","year":2022,"lang":"en","type":"article","venue":"Operative Orthopädie und Traumatologie","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Innsbruck; Medizinische Universität Innsbruck","keywords":"Medicine; Periprosthetic; Surgery; Femur; Implant; Osteotomy; Arthroplasty; Orthopedic surgery; Intramedullary rod","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000395999,0.0002684703,0.0005076398,0.00007537306,0.001126008,0.00006417339,0.0001641754,0.00004344627,0.0005422289],"category_scores_gemma":[0.00004183094,0.0001364853,0.0001290279,0.0003219336,0.0003043247,0.0001054819,0.0001742068,0.0005105382,0.00002401635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006049934,"about_ca_system_score_gemma":0.0001630655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002246635,"about_ca_topic_score_gemma":0.00001847285,"domain_scores_codex":[0.9981515,0.0002609454,0.0002659322,0.0004801545,0.0004352239,0.0004061854],"domain_scores_gemma":[0.9992344,0.0001017342,0.00009797566,0.0003871769,0.00006730523,0.0001114417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00893716,0.004044235,0.4609731,0.0005211727,0.002329804,0.006335605,0.01050479,0.001358975,0.001145005,0.007425951,0.04890666,0.4475176],"study_design_scores_gemma":[0.01155767,0.007507183,0.124356,0.0002848832,0.0008353938,0.009914865,0.01938142,0.002571762,0.001105283,0.00001459476,0.821019,0.001451967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441587,0.002956443,0.0008299599,0.003414428,0.000255923,0.00132951,0.00009168621,0.000191079,0.0467723],"genre_scores_gemma":[0.9938928,0.0001532646,0.002095041,0.001156098,0.00006793841,0.0001235798,0.00006861733,0.00003554484,0.002407149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7721123,"threshold_uncertainty_score":0.866046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300664132458583,"score_gpt":0.3056987239372586,"score_spread":0.2726920826126727,"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."}}