{"id":"W1985451091","doi":"10.1097/00003086-200108000-00024","title":"Functional Evaluation in Distal Femoral Endoprosthetic Replacement for Bone Sarcoma","year":2001,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; Université de Montréal; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Prosthesis; Sarcoma; Orthopedic surgery; Surgery; Bone Sarcoma; Soft tissue","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006837663,0.0001303828,0.0003519435,0.0002377345,0.0001850145,0.00003028807,0.00004352222,0.0002449693,0.0003581837],"category_scores_gemma":[0.001483281,0.00009531019,0.0002356726,0.0004153131,0.0003201465,0.00004214825,0.00007709705,0.0006895512,0.00004153194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398676,"about_ca_system_score_gemma":0.0002550379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206679,"about_ca_topic_score_gemma":0.00003122331,"domain_scores_codex":[0.997056,0.0003494984,0.0007624959,0.0005245834,0.0008747376,0.0004326642],"domain_scores_gemma":[0.9978099,0.001135383,0.00007252082,0.000284664,0.0004074008,0.0002901653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00186094,0.00202141,0.8544484,0.00003142178,0.0001117909,0.0003906573,0.0000469791,0.000006645359,0.00002215361,0.0009199342,0.001877546,0.1382621],"study_design_scores_gemma":[0.01718946,0.00265391,0.9532571,0.0001988197,0.0001579558,0.0004626621,0.0001641641,0.008704927,0.00001823456,0.003161216,0.01390173,0.0001297704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827347,0.005007611,0.0000243116,0.00809848,0.0003534657,0.001853935,0.000007892213,0.00002124088,0.0018983],"genre_scores_gemma":[0.9940774,0.003129534,0.0002023662,0.0001295151,0.0001821391,0.0003593763,0.0001942679,0.0000222278,0.001703128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381323,"threshold_uncertainty_score":0.392186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086610668746123,"score_gpt":0.4686648323090759,"score_spread":0.2600037654344636,"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."}}