{"id":"W4306149503","doi":"10.3390/curroncol29100600","title":"Predictors of Functional Recovery among Musculoskeletal Oncology Patients Undergoing Lower Extremity Endoprosthetic Reconstruction","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Physicians' Services Incorporated Foundation; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Orthopaedic Research and Education Foundation","keywords":"Medicine; Logistic regression; Cohort; Odds ratio; Surgery; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009158742,0.0002020884,0.0002585807,0.0002492482,0.0001667569,0.0004292631,0.0001974209,0.000294253,0.001421012],"category_scores_gemma":[0.004198885,0.0001136903,0.000401296,0.0003569943,0.0002053246,0.0002441325,0.0003125476,0.0005558743,0.0001175859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232401,"about_ca_system_score_gemma":0.000291359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179525,"about_ca_topic_score_gemma":0.001108943,"domain_scores_codex":[0.9995721,0.0002020029,0.00004422437,0.00004883786,0.00006106566,0.00007188915],"domain_scores_gemma":[0.9981461,0.0007661394,0.0006957135,0.00006502242,0.0001057412,0.0002212425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002775111,0.00005246158,0.9982041,0.000007649814,0.00003481907,0.00002125473,0.00001047346,0.00004784796,0.00004139297,0.000004238312,0.00004713185,0.001251021],"study_design_scores_gemma":[0.00004255279,0.0007336679,0.9982791,0.00001126101,0.00006324248,0.0001828642,0.00008618046,0.0004073688,0.00004917748,0.00002066265,0.0001208314,0.000003251108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995494,0.0001742518,0.00003988929,0.00003912705,0.00000425012,0.000004207067,0.00007904138,9.131279e-7,0.0001088446],"genre_scores_gemma":[0.9997421,0.00004816943,0.00002774468,0.00001345879,0.000005500086,0.000004089094,0.0001117414,4.250787e-7,0.0000467865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421012,"threshold_uncertainty_score":0.004843652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095965237085446,"score_gpt":0.3162702026487446,"score_spread":0.2753105502778901,"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."}}