{"id":"W4312095291","doi":"10.1002/jso.27181","title":"LUMiC® endoprosthesis for pelvic reconstruction: A Canadian experience","year":2022,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Université de Montréal; Dalhousie University; University of Toronto; Centre Hospitalier Universitaire Sainte-Justine; Mount Sinai Hospital; Hôpital Maisonneuve-Rosemont; McGill University Health Centre","funders":"","keywords":"Medicine; Surgery; Orthopedic surgery; Prosthesis; Implant; Retrospective cohort study; Aseptic processing; Sarcoma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000412324,0.0008075655,0.0002895037,0.0007684024,0.002276913,0.00084737,0.0006691531,0.0005761522,0.003478152],"category_scores_gemma":[0.00141076,0.0003120965,0.0004071737,0.001817819,0.0008167898,0.0002853966,0.0006039054,0.0006637562,0.000400311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006186889,"about_ca_system_score_gemma":0.01021337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.403866,"about_ca_topic_score_gemma":0.6904016,"domain_scores_codex":[0.9993711,0.00004949141,0.00002731701,0.00005570522,0.0002667249,0.000229672],"domain_scores_gemma":[0.9991832,0.00008184436,0.0001536385,0.0000353012,0.0001601187,0.0003858231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009907708,0.001664581,0.767697,0.00065242,0.0001744811,0.0231766,0.005807306,0.0009253707,0.006669296,0.0008833335,0.006860097,0.1844988],"study_design_scores_gemma":[0.0002520252,0.003745367,0.8236545,0.0005610167,0.0002342302,0.1142008,0.006907909,0.001609493,0.003642834,0.0002467827,0.04477565,0.0001694297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900498,0.003276583,0.0004396221,0.0005754982,0.00004975947,0.00005723054,0.0001428291,0.0000157973,0.005392782],"genre_scores_gemma":[0.9909745,0.005195697,0.0009496131,0.0003588012,0.00004170715,0.00001252373,0.0002064566,0.00001656526,0.002244134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5961339,"threshold_uncertainty_score":0.8030305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570837286649239,"score_gpt":0.3212355611094526,"score_spread":0.2855271882429602,"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."}}