{"id":"W2943032579","doi":"10.3747/co.26.4163","title":"U.S. Prevalence of Endocrine Therapy–Naïve Locally Advanced or Metastatic Breast Cancer","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Population; Incidence (geometry); Internal medicine; Metastatic breast cancer; Guideline; Oncology; Endocrine system; Hormone therapy; Malignancy; Trastuzumab; Gynecology; Database; Hormone; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428677,0.0001598595,0.0001845558,0.001046751,0.0002297101,0.0004066417,0.0003144958,0.0002117183,0.003046081],"category_scores_gemma":[0.002065469,0.0001391183,0.0002301018,0.002073645,0.0001270447,0.0003456293,0.0003215386,0.0002461962,0.0004538127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790186,"about_ca_system_score_gemma":0.0006724483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04247886,"about_ca_topic_score_gemma":0.05373435,"domain_scores_codex":[0.9995707,0.00009064465,0.000085051,0.0001114855,0.0001016451,0.00004043613],"domain_scores_gemma":[0.9985758,0.0002926402,0.000700124,0.00007100728,0.0002443793,0.0001161053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002748362,0.000022402,0.9890705,0.00006938336,0.0000457651,0.00004204479,0.00007693028,0.00007726925,0.00009706007,0.00009855638,0.004317175,0.006055518],"study_design_scores_gemma":[0.000008522118,0.00003268177,0.9944055,0.00009116365,0.0000508176,0.0003605264,0.0003791495,0.0002636804,0.0001209674,0.00008722679,0.004195168,0.000004598017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92418,0.003734577,0.0005655694,0.001347857,0.00005161826,0.00008170564,0.05928179,0.00007823928,0.01067865],"genre_scores_gemma":[0.9818735,0.00174932,0.0005637137,0.0003536971,0.00003009736,0.00007156617,0.01473877,0.000006353756,0.0006129986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04247886,"threshold_uncertainty_score":0.08446324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07833034697528762,"score_gpt":0.4285420643182823,"score_spread":0.3502117173429947,"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."}}