{"id":"W2134618225","doi":"10.1080/13577140220127521","title":"Processes and Outcomes of Care for Soft Tissue Sarcoma of theExtremities","year":2002,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Queen's University; University of Toronto; Western University; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Cancer Care Ontario","keywords":"Medicine; Amputation; Cancer registry; Soft tissue sarcoma; Relative risk; Sarcoma; Cohort; Odds ratio; Cancer; Relative survival; Population; Surgery; Cohort study; General surgery; Soft tissue; Internal medicine; Confidence interval; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007465588,0.0002263383,0.0001679814,0.00075533,0.0007424477,0.0009386225,0.0006416564,0.0003943177,0.001557964],"category_scores_gemma":[0.004634665,0.0001827361,0.0003734014,0.0014916,0.0005117598,0.0004917031,0.0008755086,0.0006484925,0.0001316121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004705037,"about_ca_system_score_gemma":0.005767567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4560694,"about_ca_topic_score_gemma":0.4446218,"domain_scores_codex":[0.998786,0.000207527,0.0001069117,0.0002208928,0.0003880756,0.0002905971],"domain_scores_gemma":[0.9969501,0.0001910404,0.002001578,0.00009141218,0.0003337226,0.0004322021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001684888,0.00001666341,0.9989988,0.00001042914,0.00001697686,0.00002379347,0.0001278728,0.00002924403,0.00002186962,0.00001887258,0.0001001481,0.0006184539],"study_design_scores_gemma":[0.000003014984,0.000013662,0.9995234,0.000008099917,0.000007113993,0.00004189615,0.000184765,0.00007128026,0.00000853947,0.00001949014,0.0001169413,0.000001759628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996669,0.0004846583,0.00008972846,0.0003139969,0.000008552301,0.0000309346,0.001657718,0.000003856387,0.0007414841],"genre_scores_gemma":[0.9987826,0.0001934738,0.00007335246,0.00002508797,0.000005828349,0.00001350517,0.000774105,0.000001001681,0.0001309662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4560694,"threshold_uncertainty_score":0.9068296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690564010577667,"score_gpt":0.2884762051541131,"score_spread":0.2615705650483364,"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."}}