{"id":"W4401611660","doi":"10.1001/jamaoncol.2024.3044","title":"Breast Cancer Index in Premenopausal Women With Early-Stage Hormone Receptor–Positive Breast Cancer","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Oncology; Tamoxifen; Internal medicine; Exemestane; Cancer; Population; Gynecology; Letrozole","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":[0.001037703,0.000218992,0.0003835226,0.0002809533,0.0002650442,0.0003830922,0.0002366522,0.0003365494,0.001067395],"category_scores_gemma":[0.001551301,0.0001710409,0.0004049178,0.0004269577,0.0002405069,0.0002862719,0.00026825,0.0004731987,0.000180389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472121,"about_ca_system_score_gemma":0.0003928721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009162879,"about_ca_topic_score_gemma":0.001995135,"domain_scores_codex":[0.9997447,0.00008986891,0.00002424588,0.00006500798,0.00004600401,0.00003015858],"domain_scores_gemma":[0.9993799,0.0001123418,0.0002903734,0.0000577897,0.00003914534,0.0001203884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02114425,0.0004637553,0.9633574,0.0000963268,0.0001804415,0.00006625213,0.00004467829,0.0001459251,0.001445944,0.00005924547,0.0004505909,0.01254523],"study_design_scores_gemma":[0.001007679,0.005725058,0.9905364,0.00002249544,0.0002815987,0.0002532778,0.00006086585,0.0003652813,0.000554293,0.0001465331,0.001039662,0.000006794192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969784,0.0009615986,0.0001252625,0.0001450101,0.00003008806,0.000105484,0.000696148,0.000004795931,0.0009532862],"genre_scores_gemma":[0.9979967,0.0002850238,0.0002374329,0.0001211774,0.00005704609,0.00009674943,0.0008894834,0.000001345804,0.0003149764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067395,"threshold_uncertainty_score":0.005487978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006700657720811611,"score_gpt":0.2727200682183556,"score_spread":0.266019410497544,"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."}}