{"id":"W3027243897","doi":"10.1016/j.jval.2020.04.1816","title":"PCN361 POOR PROGNOSTIC FACTORS AND THEIR IMPACT ON TREATMENT PATTERNS AND OUTCOMES FOR WOMEN WITH HORMONE RECEPTOR-POSITIVE, HUMAN EPIDERMAL GROWTH FACTOR RECEPTOR-NEGATIVE (HR+/HER2-) ADVANCED BREAST CANCER (ABC) IN CANADA","year":2020,"lang":"en","type":"article","venue":"Value in Health","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Eli Lilly (Canada)","funders":"","keywords":"Medicine; Internal medicine; Oncology; Breast cancer; Chemotherapy; Cancer; Hormone receptor; Metastatic breast cancer; Endocrine system; Disease; Hormone","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003619239,0.000307543,0.0004323048,0.001010981,0.001970771,0.001317498,0.001293699,0.0005975962,0.003584347],"category_scores_gemma":[0.00244444,0.0002814968,0.0008891225,0.004163703,0.0008521362,0.0003392455,0.0009282863,0.001121219,0.0003303064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02026734,"about_ca_system_score_gemma":0.03202911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868041,"about_ca_topic_score_gemma":0.9934427,"domain_scores_codex":[0.9992552,0.00005498542,0.00004623085,0.0001011373,0.0001633195,0.0003790764],"domain_scores_gemma":[0.998014,0.0001026549,0.0004046588,0.00005149146,0.0006770468,0.0007501718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002524807,0.00003056524,0.9922397,0.00002510395,0.00006789853,0.00009212562,0.0002166143,0.0001437804,0.00009550276,0.0001544364,0.001930016,0.004751746],"study_design_scores_gemma":[0.00002124272,0.0000243674,0.9971417,0.00004495737,0.00006122972,0.00008204531,0.001058175,0.0002067109,0.00004097966,0.00008011867,0.001225511,0.00001289284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790861,0.00267637,0.00008366559,0.002389872,0.00006387228,0.00003154766,0.009293199,0.00001387527,0.006361544],"genre_scores_gemma":[0.9946457,0.001171718,0.00008367364,0.0002013878,0.00001832011,0.000009447514,0.002162505,0.000009967929,0.001697166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02026734,"threshold_uncertainty_score":0.1470505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610260144453738,"score_gpt":0.2966024905075266,"score_spread":0.2704998890629893,"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."}}