{"id":"W4379285629","doi":"10.1200/jco.2023.41.16_suppl.533","title":"Does RSClin provide additional information over classic clinico-pathologic scores (PREDICT 2.1, Influence, CTS-5)? A TEAM Pathology substudy.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; McMaster University; Ottawa Hospital","funders":"","keywords":"Medicine; Exemestane; Breast cancer; Oncology; Internal medicine; Population; Tamoxifen; Lymph node; Concordance; Cancer; Gynecology","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":[0.02706359,0.0006791222,0.00117771,0.001497621,0.0006093979,0.00131362,0.0007722485,0.001216119,0.002665522],"category_scores_gemma":[0.02659045,0.0003839649,0.002097794,0.00195179,0.0004858706,0.001373291,0.001146736,0.001036262,0.0007151493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008867541,"about_ca_system_score_gemma":0.0009553164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709255,"about_ca_topic_score_gemma":0.01193747,"domain_scores_codex":[0.987078,0.009200691,0.0008063993,0.0009807519,0.001360723,0.0005734933],"domain_scores_gemma":[0.9705518,0.01445558,0.006914379,0.003294304,0.003531385,0.001252593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02525323,0.0004103338,0.942063,0.0002910083,0.002074117,0.00008346771,0.0001353302,0.0003054794,0.0003248686,0.0001660761,0.005814493,0.02307868],"study_design_scores_gemma":[0.004089902,0.01166928,0.9618226,0.0002424538,0.008226692,0.0005694836,0.0003636566,0.002050797,0.0008860956,0.0003183343,0.009696231,0.00006451511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749594,0.00675927,0.0008463402,0.001855189,0.0004304566,0.0005441138,0.009080122,0.00005740592,0.005467602],"genre_scores_gemma":[0.9855686,0.0009807182,0.001267432,0.001461035,0.0008515018,0.0005103277,0.008533949,0.00003373441,0.0007926069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02706359,"threshold_uncertainty_score":0.1431277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771371628662702,"score_gpt":0.387941283862577,"score_spread":0.35022756757595,"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."}}