{"id":"W4253738128","doi":"10.21203/rs.3.rs-178697/v1","title":"Population-Based Analysis of Nonoperative Management and Treatment Patterns in Older Women with Estrogen Receptor-Positive Breast Cancer","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Breast cancer; Medicine; Estrogen receptor; Estrogen; Oncology; Cancer; Population; Internal medicine; Gynecology; Demography; Gerontology; Sociology; Environmental health","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":[0.0004814062,0.0001320213,0.0002618084,0.0007825471,0.000195923,0.0003493238,0.0002676132,0.0003406598,0.0009431941],"category_scores_gemma":[0.00189776,0.0001776396,0.000312914,0.001048626,0.0001557094,0.0003770882,0.0002749725,0.0002985721,0.0001645233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498356,"about_ca_system_score_gemma":0.0002161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006940531,"about_ca_topic_score_gemma":0.008243817,"domain_scores_codex":[0.9996301,0.00008910874,0.00005632423,0.0001036526,0.00007088086,0.00004991416],"domain_scores_gemma":[0.9988506,0.0001706456,0.0006331946,0.0000754661,0.0001260928,0.0001439377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003487421,0.00001428284,0.9992219,0.000004031479,0.00002653215,0.00002081587,0.00002613605,0.00001837188,0.00008432333,0.000004551629,0.00004981481,0.0004944913],"study_design_scores_gemma":[0.000002142797,0.00002915451,0.9996489,0.000002020658,0.000008240623,0.00007435244,0.00008847499,0.00007634123,0.00001338595,0.000005109864,0.00005094154,0.00000103676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992172,0.0001619815,0.00003146857,0.00003217298,0.000002792239,0.000003697009,0.0003431539,0.000001848573,0.0002057599],"genre_scores_gemma":[0.999465,0.00007904442,0.00002359033,0.00002270913,0.000005268716,0.00000408514,0.0003427834,8.229413e-7,0.0000566583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006940531,"threshold_uncertainty_score":0.01380026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635404542679365,"score_gpt":0.3373610473788254,"score_spread":0.3210070019520318,"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."}}