{"id":"W4220779215","doi":"10.1007/s10549-022-06528-0","title":"Post-diagnostic beta blocker use and breast cancer-specific mortality: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of Auckland; Auckland Medical Research Foundation","keywords":"Medicine; Breast cancer; Hazard ratio; Proportional hazards model; Cancer; Internal medicine; Population; Cohort; Oncology; Cohort study; Cause of death; Gynecology; Confidence interval; Disease; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004510965,0.0003305713,0.0005733829,0.0003553499,0.0008341569,0.0001602428,0.0001078829,0.0000526734,0.001072661],"category_scores_gemma":[0.00002789584,0.0002721956,0.00009980123,0.0004689961,0.0002175488,0.0001327261,0.000121096,0.0003204894,0.000004900862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480339,"about_ca_system_score_gemma":0.0008634747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1595505,"about_ca_topic_score_gemma":0.007553705,"domain_scores_codex":[0.9967049,0.0004132929,0.0003362761,0.0007891408,0.001095816,0.0006606196],"domain_scores_gemma":[0.9980004,0.0005337624,0.00008240015,0.0005999256,0.0003455289,0.0004379284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005325039,0.002278908,0.9563729,0.00004788525,0.0006244933,0.0004954052,0.000359412,0.00003815549,0.00008672936,0.0000136182,0.0004187201,0.03393874],"study_design_scores_gemma":[0.005578181,0.001930956,0.9869503,0.0001066947,0.0003190257,0.0006293941,0.0008387386,0.00008329959,0.00003893821,0.000006171409,0.003283531,0.0002347885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827238,0.007439109,4.828161e-7,0.004650998,0.0001115974,0.002868985,0.00213217,0.00005305352,0.00001983985],"genre_scores_gemma":[0.9903696,0.004119236,0.000008206094,0.0001314906,0.0003289918,0.003906179,0.0002132962,0.00005620696,0.0008668349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1519968,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05542429143326465,"score_gpt":0.3547274577287967,"score_spread":0.299303166295532,"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."}}