{"id":"W4252604800","doi":"10.1002/9780471420194.tnmm21","title":"Breast","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency; University of Calgary","funders":"","keywords":"Breast cancer; Medicine; Pathological; Risk stratification; Disease; Oncology; Randomized controlled trial; Internal medicine; Clinical trial; Intensive care medicine; Gynecology; Cancer","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":[0.0007530011,0.0006241612,0.0004257876,0.001326547,0.0006158098,0.002033656,0.0008572532,0.0008821751,0.3717056],"category_scores_gemma":[0.002256746,0.0001991129,0.0004557651,0.001288425,0.0002522257,0.001073569,0.001268088,0.001127638,0.2472761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950724,"about_ca_system_score_gemma":0.00170699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892651,"about_ca_topic_score_gemma":0.00321141,"domain_scores_codex":[0.9995012,0.00005882968,0.0000431817,0.00006587789,0.0002625356,0.00006840229],"domain_scores_gemma":[0.999135,0.0001019599,0.00007052467,0.00009399654,0.0003979933,0.0002005762],"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":[0.00008993931,0.00003383594,0.000565365,0.0004582268,0.00001053459,0.0001617857,0.00002855049,0.00007804998,0.0004448684,0.004492075,0.6864923,0.3071444],"study_design_scores_gemma":[0.000008372313,0.00001145402,0.0003995823,0.0001784674,0.000004811058,0.00029929,0.00001489343,0.00001495424,0.0001736632,0.0007165011,0.9981755,0.000002571039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002673757,0.03208332,0.003412822,0.01288803,0.007390109,0.0002713847,0.036342,0.002057161,0.9028814],"genre_scores_gemma":[0.01528157,0.0404528,0.005436436,0.0079808,0.003387051,0.0002466606,0.04328131,0.0009922812,0.882941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3717056,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103833590129567,"score_gpt":0.2838957232382849,"score_spread":0.2735123642253282,"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."}}