{"id":"W2172468492","doi":"","title":"FUNCTIONAL OUTCOME IN SARCOMA MANAGEMENT: AMPUTATION VS. LIMB SALVAGE","year":2004,"lang":"en","type":"article","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amputation; Medicine; Soft tissue sarcoma; Soft tissue; Sarcoma; Surgery; Lesion; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002440175,0.0003423182,0.0007443871,0.0009628852,0.000170826,0.0006213507,0.0003018522,0.000553598,0.002791346],"category_scores_gemma":[0.002688965,0.0000757199,0.0007516361,0.0006561686,0.0004763485,0.0004052256,0.0004272635,0.0003396834,0.0002773654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004777258,"about_ca_system_score_gemma":0.0002607136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313358,"about_ca_topic_score_gemma":0.0004988285,"domain_scores_codex":[0.9988488,0.0006006149,0.0001187541,0.0001055329,0.0001776832,0.0001486377],"domain_scores_gemma":[0.998983,0.0004688809,0.0003040501,0.00002469333,0.00004415466,0.0001752676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04563657,0.00261714,0.5762261,0.001556631,0.002192054,0.001360984,0.0003032681,0.004347662,0.002113487,0.0009829366,0.002831777,0.3598315],"study_design_scores_gemma":[0.004818057,0.07796976,0.886501,0.001183606,0.002277044,0.007340492,0.0007040444,0.0091395,0.001523671,0.004414607,0.004020615,0.0001076513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795131,0.01498484,0.0007075199,0.0008567407,0.0002042962,0.00005392654,0.000355463,0.00001737614,0.003306761],"genre_scores_gemma":[0.9983928,0.0008744465,0.0001477277,0.00009748101,0.000202341,0.00002415497,0.0001616082,0.000001851836,0.00009755327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002791346,"threshold_uncertainty_score":0.012905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077375927478726,"score_gpt":0.2875975264862071,"score_spread":0.2568237672114199,"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."}}