{"id":"W3133383562","doi":"10.1158/1538-7445.sabcs20-ps10-37","title":"Abstract PS10-37: Real-world experience of patients treated for HER2-positive metastatic breast cancer at the centre hospitalier universitaire de Quebec: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Lapatinib; Metastatic breast cancer; Pertuzumab; Trastuzumab emtansine; Trastuzumab; Internal medicine; Breast cancer; Cancer; Retrospective cohort study; Oncology; Population; Cohort; Progression-free survival; Chemotherapy","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":[0.0005082786,0.0004133786,0.0005287913,0.0009447788,0.001356662,0.001093701,0.0008395691,0.0005766472,0.00264928],"category_scores_gemma":[0.00141786,0.0003231415,0.0004948162,0.002497917,0.0005324452,0.0006026786,0.0005754212,0.0006713703,0.0003411065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007674258,"about_ca_system_score_gemma":0.004962666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6644236,"about_ca_topic_score_gemma":0.6932295,"domain_scores_codex":[0.9993129,0.00008360933,0.00005664157,0.0001801432,0.0001529404,0.0002137745],"domain_scores_gemma":[0.9978497,0.0001968642,0.0009202475,0.0001052011,0.0004859806,0.0004421559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000079708,0.00003653836,0.998183,0.0000150693,0.00003681054,0.00017962,0.000161004,0.00003646216,0.0001142989,0.00001739575,0.0003479129,0.0007921965],"study_design_scores_gemma":[0.00001262617,0.0001057022,0.9980285,0.00002273543,0.00003307491,0.0003115534,0.0005718321,0.0002165933,0.00004205382,0.00001064656,0.0006342296,0.00001048597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963861,0.0003863234,0.00007917855,0.00009412652,0.000006473625,0.00004666102,0.002357199,0.000005262502,0.000638654],"genre_scores_gemma":[0.9983642,0.0001623544,0.0000575991,0.00007873704,0.000009337293,0.00002373553,0.001020978,0.000003414663,0.0002797098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6644236,"threshold_uncertainty_score":0.6751053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640412997063255,"score_gpt":0.3778593476893832,"score_spread":0.3514552177187506,"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."}}