{"id":"W4253950755","doi":"10.1002/9780471420194.tnmc29.pub3","title":"Breast Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Breast tumours; Physical examination; Breast tissue; Radiology; Oncology; Pathology; Internal medicine; 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":[0.0002782643,0.0004899083,0.0002793297,0.002216382,0.0004464852,0.001154218,0.0003890622,0.0004889726,0.1319095],"category_scores_gemma":[0.001099601,0.0001394429,0.0003638715,0.001975211,0.0002577996,0.0004920022,0.0006965997,0.0006386729,0.08197737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006309881,"about_ca_system_score_gemma":0.0007255318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921071,"about_ca_topic_score_gemma":0.002590424,"domain_scores_codex":[0.9997012,0.00002927573,0.000029706,0.00003681969,0.000123812,0.00007918564],"domain_scores_gemma":[0.9995851,0.00004609618,0.00005964686,0.00005566404,0.000149384,0.0001040406],"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":[0.0002473985,0.00009691692,0.01011668,0.0009962817,0.00003871373,0.002525388,0.00009452479,0.00018313,0.002772917,0.007752338,0.4255258,0.54965],"study_design_scores_gemma":[0.00001606328,0.00002381242,0.009331888,0.0003621773,0.00001531954,0.006522189,0.00006356279,0.00004396514,0.0008311252,0.001215513,0.9815682,0.000006192038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01532917,0.03264982,0.002551546,0.001898495,0.002379887,0.0003595127,0.03201987,0.0008324053,0.9119794],"genre_scores_gemma":[0.1176788,0.03537406,0.005052062,0.002210575,0.001593064,0.000291586,0.06179238,0.0005607094,0.7754468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1319095,"threshold_uncertainty_score":0.4412813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025547158708924,"score_gpt":0.2811610460970376,"score_spread":0.2709055745099483,"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."}}