{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179681,0.001025774,0.0009728785,0.001091459,0.002311085,0.001512312,0.00234146,0.001369297,0.004396008],"category_scores_gemma":[0.006312157,0.0006604519,0.00335913,0.004106496,0.0008562555,0.0006686969,0.001307951,0.002148027,0.0004233321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0109943,"about_ca_system_score_gemma":0.02546232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.95286,"about_ca_topic_score_gemma":0.963475,"domain_scores_codex":[0.997269,0.00051442,0.000197045,0.0005103331,0.000625055,0.0008841419],"domain_scores_gemma":[0.9955845,0.0004519401,0.001178578,0.0006125647,0.001354331,0.0008182166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001626586,0.0001414547,0.9889048,0.0001537848,0.001532681,0.0001457203,0.000216214,0.0002814935,0.0002775235,0.0003457848,0.003806581,0.002567491],"study_design_scores_gemma":[0.0002331326,0.0001676884,0.9955715,0.00006370337,0.0005735797,0.0001023807,0.0003919471,0.000444321,0.00006352483,0.0001129659,0.002242904,0.00003217992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474218,0.002354023,0.0005552281,0.0007753997,0.00007856903,0.0003305382,0.04537893,0.00003673676,0.003068723],"genre_scores_gemma":[0.9818978,0.0008095397,0.0009008736,0.0005603438,0.00004821833,0.0002463408,0.01371344,0.00003341605,0.001790071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04714,"threshold_uncertainty_score":0.09483516,"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."}}