{"id":"W2040813128","doi":"10.1002/hed.10047","title":"Soft tissue sarcoma","year":2002,"lang":"en","type":"article","venue":"Head & Neck","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Sarcoma; Soft tissue sarcoma; Computer science; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002611842,0.000111132,0.000203104,0.00004306056,0.00005159174,0.00001205039,0.0000398726,0.00005007395,0.003210576],"category_scores_gemma":[0.00002492427,0.00008780459,0.00006579887,0.00009732263,0.00002453184,0.00003137897,0.00001782737,0.00007717738,0.003374689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004715612,"about_ca_system_score_gemma":0.000008279376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006912003,"about_ca_topic_score_gemma":0.0000205643,"domain_scores_codex":[0.9992809,0.00001230072,0.0001342309,0.0001852424,0.000164004,0.0002233483],"domain_scores_gemma":[0.9994735,0.00004393986,0.00002203845,0.0002914968,0.00002579818,0.000143273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000402771,0.002393976,0.3854236,0.00006615671,0.0001047128,0.001551605,0.0003754765,9.578315e-7,0.0009716862,0.0007066627,0.1600603,0.4483046],"study_design_scores_gemma":[0.002334655,0.0004616495,0.336391,0.0001140187,0.00009110945,0.0003362079,0.00002236483,0.0001835661,0.004161006,0.0001048684,0.6556658,0.0001337068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948615,0.008440317,0.00001250721,0.00809718,0.000143626,0.0003072232,0.000004877728,0.0001252782,0.03425399],"genre_scores_gemma":[0.9923531,0.0001946217,0.0008169298,0.001811643,0.0001917278,0.00003877975,0.000009725982,0.00002044531,0.004563068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956055,"threshold_uncertainty_score":0.9977006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277391235004935,"score_gpt":0.3036225084813592,"score_spread":0.2608485961313098,"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."}}