{"id":"W3084051625","doi":"10.1055/s-0040-1716416","title":"Poor Outcome of Above-Knee Amputation after Septic Failure of Revision Total Knee Arthroplasty","year":2020,"lang":"en","type":"article","venue":"The Journal of Knee Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Amputation; Surgery; Arthroplasty; Perioperative; Knee Joint; Osteoarthritis; Prosthesis; Septic arthritis; Arthritis; Internal medicine","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":[0.0006635411,0.0001368928,0.000580409,0.0001686362,0.0000425012,0.000006251565,0.00001740551,0.0000661037,0.0003761227],"category_scores_gemma":[0.0004162233,0.00008137936,0.0003877864,0.0002830595,0.00007035257,0.0001375728,0.00002634696,0.0002667799,0.00002307833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003227458,"about_ca_system_score_gemma":0.0001187829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001229114,"about_ca_topic_score_gemma":0.00000210166,"domain_scores_codex":[0.9983637,0.0001290036,0.0008769131,0.00008095082,0.0004087103,0.0001407068],"domain_scores_gemma":[0.9983365,0.0004140268,0.0006841302,0.0001478437,0.0002891948,0.0001282862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00226951,0.0004768657,0.9441863,0.0005526991,0.0008311694,0.0002583188,0.001212679,0.0003254944,0.001890328,0.0000134447,0.002740258,0.04524289],"study_design_scores_gemma":[0.003434102,0.002520018,0.9823169,0.001145383,0.001693413,0.001499181,0.0007948693,0.0002649158,0.001317689,0.00004084949,0.004753604,0.0002190571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968026,0.0005610351,0.000499076,0.001465142,0.000360908,0.000164049,0.00001195715,0.000008457928,0.0001267855],"genre_scores_gemma":[0.9989254,0.0000879017,0.0002929809,0.0002270288,0.0002701295,0.000001264931,0.000003877967,0.0000187722,0.0001726769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04502383,"threshold_uncertainty_score":0.411828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833443632227747,"score_gpt":0.2627035573809207,"score_spread":0.2443691210586432,"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."}}