{"id":"W4361949480","doi":"10.1158/1078-0432.c.6519519.v1","title":"Data from Intrinsic Breast Tumor Subtypes, Race, and Long-Term Survival in the Carolina Breast Cancer Study","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Breast cancer; Medicine; Cancer; Internal medicine; Estrogen receptor; Population; Basal (medicine); Oncology; Endocrinology","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":[0.0004458582,0.0002161389,0.0002696634,0.001158762,0.000830927,0.0003619744,0.0006605039,0.0003389179,0.003130867],"category_scores_gemma":[0.002260309,0.0002059956,0.000253373,0.00233434,0.0001707024,0.0002434117,0.0005025764,0.0005346574,0.0004581927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232721,"about_ca_system_score_gemma":0.001748206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3113126,"about_ca_topic_score_gemma":0.4455308,"domain_scores_codex":[0.9995839,0.00007980724,0.00003920598,0.00008062009,0.0001207068,0.00009579171],"domain_scores_gemma":[0.9974781,0.0003764026,0.0005694344,0.0002064456,0.0008324858,0.000537121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368116,0.00002068582,0.9921879,0.00002236103,0.00005868541,0.00005280657,0.00009483561,0.00008331791,0.00009875507,0.00004219666,0.00617551,0.00102615],"study_design_scores_gemma":[0.000018844,0.00001566851,0.9983203,0.00001924895,0.00003356641,0.0000365951,0.0001990081,0.0001509342,0.00003933851,0.00001619194,0.001144369,0.000005974181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9454078,0.0004568095,0.0001599172,0.0003834199,0.00002730351,0.00005505307,0.05016484,0.0000162089,0.003328663],"genre_scores_gemma":[0.960669,0.0003718554,0.0001782341,0.0002243684,0.00003368501,0.0002193509,0.03664403,0.00001138681,0.001648073],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3113126,"threshold_uncertainty_score":0.6190012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408367671375295,"score_gpt":0.3157884385306263,"score_spread":0.2749516713930968,"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."}}