{"id":"W3089021817","doi":"10.1016/j.annonc.2020.08.428","title":"326P Exploratory analysis of TreatER+ight: A Canadian prospective real-world observational study in HR+ advanced breast cancer","year":2020,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novartis (Canada); McGill University Health Centre; Ottawa Regional Cancer Foundation; BC Cancer Agency; Ottawa Hospital; University of Saskatchewan; London Health Sciences Centre; Grand River Hospital; Windsor Regional Hospital; McGill University; Jewish General Hospital","funders":"Pfizer Pharmaceuticals; Novartis Pharmaceuticals Canada; Genentech; Eisai; Invitae; Puma Biotechnology; Incyte; BeiGene; Astellas Pharma; Celldex Therapeutics; Mylan; Aptitude Health; Sirtex Medical; Genomic Health; Amgen; Pfizer; PharmaMar; Celgene; AstraZeneca; Eli Lilly and Company; Daiichi Sankyo Europe; U.S. Department of Defense","keywords":"Medicine; Observational study; Breast cancer; Real world evidence; Adverse effect; Oncology; Cancer; Exploratory research; Health care; Endocrine system; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792438,0.0001867375,0.001055342,0.0007215214,0.00003018213,0.000002322929,0.0001394797,0.00007680193,0.0004322275],"category_scores_gemma":[0.00005069285,0.0001739575,0.0001425212,0.002351098,0.0001437477,0.0001650682,0.00003178991,0.0001772534,0.000002845399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289946,"about_ca_system_score_gemma":0.001446684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06470717,"about_ca_topic_score_gemma":0.6346602,"domain_scores_codex":[0.9983574,0.0001097461,0.0005749539,0.0003889321,0.0002450557,0.0003239625],"domain_scores_gemma":[0.9985169,0.00007889921,0.0003072955,0.0002431452,0.000582377,0.0002713604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002508986,0.0005796942,0.9646018,0.00003760582,0.001733116,0.000094266,0.007482557,0.001396201,0.001164063,0.0002276577,0.0001436091,0.02003042],"study_design_scores_gemma":[0.002719544,0.001506551,0.9893419,0.00004320817,0.0004220638,0.000002434494,0.002275549,0.0001497008,0.000889163,0.00008838116,0.002429421,0.0001321377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806156,0.0003373298,0.000007565382,0.01654827,0.00005495504,0.0007175023,0.000333866,0.00002095482,0.001364011],"genre_scores_gemma":[0.9967513,0.000133836,0.0002158529,0.002389946,0.00008836927,0.0002388422,0.00003846799,0.00002300893,0.0001203865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5699531,"threshold_uncertainty_score":0.941521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900986346199394,"score_gpt":0.4356159237488292,"score_spread":0.2455172891288898,"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."}}