{"id":"W2990084298","doi":"10.1002/cncr.32631","title":"The impact of new systemic therapies on survival and time on hormonal treatment in hormone receptor–positive, human epidermal growth factor receptor 2–negative metastatic breast cancer: A population‐based study in British Columbia from 2003 to 2013","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Metastatic breast cancer; Hormonal therapy; Internal medicine; Breast cancer; Oncology; Population; Cancer; Hormone; Systemic therapy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001476942,0.0003132511,0.0008951112,0.0001299613,0.00009543567,0.00006903994,0.0001241573,0.00006467303,0.00115098],"category_scores_gemma":[0.00003448327,0.0002814501,0.00009654352,0.0005034679,0.00006224131,0.0001609065,0.00002239539,0.0002026011,0.00001830118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502501,"about_ca_system_score_gemma":0.0004652903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5381297,"about_ca_topic_score_gemma":0.116718,"domain_scores_codex":[0.9978424,0.0003194132,0.0005074229,0.0005444093,0.0003926604,0.0003937215],"domain_scores_gemma":[0.9987158,0.0003345895,0.0002598943,0.0003032492,0.0001991139,0.0001873289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003604375,0.000620515,0.9481719,0.00002226144,0.0007413373,0.000009917655,0.003090156,0.0006447285,0.009561534,0.000002851828,0.0005283658,0.03300202],"study_design_scores_gemma":[0.008684704,0.002711546,0.9860818,0.0007575787,0.00005978222,0.000003609918,0.001131581,0.0000609462,0.0001883961,0.00003653106,0.0000208945,0.0002626438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911333,0.002564519,0.000003119634,0.000449783,0.0001426475,0.003304598,0.002357977,0.00002497907,0.00001908032],"genre_scores_gemma":[0.9979732,0.000352695,0.00008334628,0.00008144673,0.0001274088,0.0005101208,0.00008290237,0.00006140799,0.0007274811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4214117,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946673649366107,"score_gpt":0.3077107712590532,"score_spread":0.2882440347653921,"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."}}