{"id":"W4232647500","doi":"10.1002/9780471420194.tnmc29.pub2","title":"Breast Tumours","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast tumours; Section (typography); Cluster (spacecraft); Lymph; Pathology; Medicine; Breast cancer; Computer science; 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":[0.0002334257,0.0005379872,0.0003329767,0.002173658,0.0004980472,0.001223378,0.0005001036,0.0006021478,0.152693],"category_scores_gemma":[0.0006434265,0.0001639433,0.0004215719,0.001743664,0.0002406504,0.0004275756,0.0006672079,0.0006920093,0.09954005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006729269,"about_ca_system_score_gemma":0.0004792018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181526,"about_ca_topic_score_gemma":0.002957108,"domain_scores_codex":[0.9997821,0.00001746597,0.00001519066,0.00003933837,0.00009231343,0.00005361837],"domain_scores_gemma":[0.9997808,0.00001887011,0.00002416598,0.00004345664,0.0000727589,0.00005993431],"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":[0.0002365726,0.00006114392,0.004162978,0.0007939684,0.00003078855,0.003352781,0.00006365054,0.0001719565,0.005112366,0.008453463,0.5191085,0.4584518],"study_design_scores_gemma":[0.00001647789,0.00002407037,0.007288174,0.0002156534,0.00001563096,0.009133005,0.00004281663,0.00006166102,0.00145478,0.001551836,0.9801893,0.000006631124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00955478,0.02549303,0.003474841,0.002365919,0.001887753,0.0003317034,0.03413987,0.001390051,0.921362],"genre_scores_gemma":[0.07765765,0.01953045,0.00589704,0.002321716,0.0008947065,0.0002272517,0.04408717,0.000518902,0.8488651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.152693,"threshold_uncertainty_score":0.5108088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00606652269142849,"score_gpt":0.2564443731039966,"score_spread":0.2503778504125682,"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."}}