{"id":"W4385978297","doi":"10.5578/totbid.dergisi.2023.64","title":"General principles and classification of soft tissue sarcomas","year":2023,"lang":"en","type":"article","venue":"Türk Ortopedi ve Travmatoloji Birliği Derneği","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Soft tissue; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002339525,0.001314893,0.0009457222,0.008177933,0.001287498,0.002281605,0.001864074,0.001664249,0.007513396],"category_scores_gemma":[0.003382349,0.0003439526,0.001668733,0.003651321,0.002705212,0.001810427,0.001442992,0.002952262,0.007553093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575239,"about_ca_system_score_gemma":0.003906877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004524764,"about_ca_topic_score_gemma":0.005659541,"domain_scores_codex":[0.9983847,0.0004457625,0.0003834089,0.0001407996,0.0004657798,0.0001794968],"domain_scores_gemma":[0.9985517,0.0003219419,0.0002640132,0.0001158625,0.0005636216,0.0001828172],"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":[0.0003389269,0.0001951765,0.01646877,0.002877261,0.0001103338,0.003052696,0.001359585,0.002433436,0.009355666,0.1088877,0.189031,0.6658895],"study_design_scores_gemma":[0.00002367199,0.0001655877,0.01164616,0.0009175259,0.00004720794,0.01528168,0.0005259209,0.0006693199,0.0007362891,0.03811612,0.9318311,0.0000395965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03258007,0.4628595,0.1527672,0.04810609,0.02543389,0.003106174,0.01028772,0.001802008,0.2630574],"genre_scores_gemma":[0.1731168,0.2996672,0.3161878,0.01276982,0.01172411,0.003377686,0.02280686,0.0006095477,0.1597402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008177933,"threshold_uncertainty_score":0.02513486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874621095302661,"score_gpt":0.3173800494642726,"score_spread":0.258633838511246,"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."}}