{"id":"W2911392337","doi":"10.1002/0471463736.tnmp27","title":"Soft Tissue Sarcoma","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Soft tissue sarcoma; Medicine; Disease; Sarcoma; Intensive care 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":[0.00002695974,0.0002960796,0.0005396866,0.000167545,0.00001788031,0.000007666517,0.00007162023,0.000260519,0.06350514],"category_scores_gemma":[0.00004079101,0.0002298983,0.0001129818,0.0001095588,0.00004155656,0.000006664746,0.00002374181,0.000174442,0.002016083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006026153,"about_ca_system_score_gemma":0.00008075943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344649,"about_ca_topic_score_gemma":0.0001695671,"domain_scores_codex":[0.9990008,0.00002178876,0.0001822858,0.0003239436,0.000223715,0.00024741],"domain_scores_gemma":[0.9991711,0.00003773654,0.00009786666,0.0005166725,0.00002289566,0.0001537009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009448486,0.001271714,0.001573612,0.00007340941,0.0001908215,0.0005417323,0.000007376644,2.403067e-8,0.00001221596,0.00006675878,0.9462173,0.05003562],"study_design_scores_gemma":[0.001271164,0.0001637657,0.001898312,0.0004291707,0.0002740142,0.0001240166,0.000007468697,0.000001956525,0.00009656265,0.0000238438,0.9955177,0.0001920479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002499746,0.02369228,0.00002450139,0.001841802,0.0004671323,0.0008361741,0.002323139,0.0004159245,0.9701491],"genre_scores_gemma":[0.0002490087,0.0009081626,0.005977773,0.001642121,0.0008979631,0.0000482211,0.003120278,0.0005532344,0.9866033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06148905,"threshold_uncertainty_score":0.9987609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359964655465882,"score_gpt":0.3157492645688864,"score_spread":0.2921496180142275,"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."}}