{"id":"W2047618328","doi":"10.1002/jso.21301","title":"Patient expectations for surgical outcome in extremity soft tissue sarcoma","year":2009,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Princess Margaret Cancer Centre; Institute of Population and Public Health; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Multinomial logistic regression; Logistic regression; Quality of life (healthcare); Optimism; Physical therapy; Outcome (game theory); Internal medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001290977,0.000132798,0.0001504532,0.0003387646,0.0002440273,0.0004368705,0.0001580013,0.0002532843,0.001680902],"category_scores_gemma":[0.01229302,0.00007218093,0.0002015911,0.0002840612,0.0002761732,0.0003390475,0.0004154172,0.000415847,0.0001700518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474525,"about_ca_system_score_gemma":0.0003658757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000466766,"about_ca_topic_score_gemma":0.0007177179,"domain_scores_codex":[0.999047,0.000490353,0.0001256781,0.00004208068,0.0001907734,0.0001041848],"domain_scores_gemma":[0.9896619,0.003951645,0.005193323,0.0001091424,0.0003597884,0.0007241311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112893,0.00004407675,0.9932273,0.00002120414,0.0000167214,0.0001410175,0.0001742538,0.0002375318,0.00009346278,0.00004664805,0.0001748186,0.005710101],"study_design_scores_gemma":[0.000006722825,0.000264893,0.9962446,0.00003086604,0.00001855363,0.001130115,0.0005261952,0.0008761364,0.0001983654,0.0002473703,0.0004450735,0.0000109567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998448,0.000327326,0.0002154688,0.0002538514,0.000004891858,0.000004970723,0.00008799229,0.000003062432,0.0006544319],"genre_scores_gemma":[0.9997635,0.00005643111,0.0000620121,0.00001465147,0.000004889282,0.000003278732,0.00005586209,5.724553e-7,0.00003867849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680902,"threshold_uncertainty_score":0.006827414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470508620504823,"score_gpt":0.3759030369708409,"score_spread":0.3311979507657927,"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."}}