{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001007592,0.000585728,0.001139992,0.0001327104,0.0001290056,0.000017637,0.0000778677,0.00006652538,0.00005562919],"category_scores_gemma":[0.00007112488,0.0003478613,0.00004981189,0.0002499885,0.00009260604,0.0001722174,0.00002558369,0.0002758876,3.511444e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005623288,"about_ca_system_score_gemma":0.001458526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.73158,"about_ca_topic_score_gemma":0.2434675,"domain_scores_codex":[0.9976103,0.000178471,0.0005010444,0.0006614966,0.000239435,0.0008092154],"domain_scores_gemma":[0.9981593,0.0006940664,0.0002730418,0.0001610211,0.00008158889,0.0006309697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003939558,0.0001468645,0.9560082,0.0003417852,0.0002121036,0.00001019299,0.01183383,0.0003225433,0.0003980953,0.000009261926,0.00001154767,0.02676601],"study_design_scores_gemma":[0.007036507,0.005073441,0.9812515,0.0005273317,0.00001246325,0.00001036504,0.004590921,0.0001460732,0.0009366143,0.00003537544,0.00005368747,0.0003257008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984749,0.0005402398,0.00003583742,0.008710127,0.00005895394,0.00270093,0.003161625,0.00003843606,0.00000490803],"genre_scores_gemma":[0.997111,0.0006007221,0.0002527729,0.001239086,0.00007738468,0.0005561986,0.00006672581,0.00008188099,0.00001420989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4881124,"threshold_uncertainty_score":0.9998974,"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."}}