{"id":"W2033759184","doi":"10.1016/s0360-3016(03)00185-8","title":"Has “MAID” made it in the management of high-risk soft-tissue sarcoma?","year":2003,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Soft tissue sarcoma; Sarcoma; Soft tissue; Lesion; Disease; Surgery; Internal 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":[0.00711416,0.0004825698,0.00138755,0.0005173124,0.003618242,0.002770864,0.002063435,0.02905893,0.002895955],"category_scores_gemma":[0.03297912,0.0004297458,0.001263848,0.0006969346,0.004944733,0.007785817,0.002340215,0.02439029,0.001130814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00366141,"about_ca_system_score_gemma":0.003024272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075901,"about_ca_topic_score_gemma":0.01010539,"domain_scores_codex":[0.9961266,0.001820941,0.0005286668,0.0002957655,0.0007204742,0.0005075649],"domain_scores_gemma":[0.9883675,0.00642147,0.0008656204,0.0003728885,0.002115081,0.001857472],"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":[0.001152716,0.000267633,0.02948246,0.0007423383,0.0002289036,0.06627791,0.00267222,0.00164746,0.001535911,0.03381317,0.7027384,0.1594409],"study_design_scores_gemma":[0.0004851109,0.000767198,0.009910136,0.001676728,0.0002288828,0.1044085,0.005370546,0.002022784,0.001023307,0.06098556,0.8126642,0.0004570322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004176316,0.004164405,0.000301955,0.9799972,0.008594667,0.000005522467,0.00001098526,0.00001204508,0.002736929],"genre_scores_gemma":[0.08228426,0.00788309,0.001363485,0.8313167,0.07349404,0.00002520209,0.00002343562,0.00002918131,0.003580643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02905893,"threshold_uncertainty_score":0.0376237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971771412647049,"score_gpt":0.3245932592286087,"score_spread":0.2948755451021382,"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."}}