{"id":"W4396586623","doi":"10.1158/1538-7445.sabcs23-po4-10-12","title":"Abstract PO4-10-12: Value of Molecular Targets and Genome-Targeted Therapies FDA-Approved for Metastatic Breast Cancer, 2006-2023","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Metastatic breast cancer; Medicine; Breast cancer; Oncology; Cancer; Internal medicine; Targeted therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01123096,0.0003220924,0.0006572204,0.003021543,0.0002636646,0.001391988,0.0004779242,0.0004552196,0.006761407],"category_scores_gemma":[0.06261521,0.0001009721,0.001099837,0.005233921,0.0005866228,0.001011816,0.0008060226,0.000771959,0.000787735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113848,"about_ca_system_score_gemma":0.002095971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008808576,"about_ca_topic_score_gemma":0.001240108,"domain_scores_codex":[0.9882991,0.004562848,0.002534492,0.0008203873,0.003438383,0.0003447243],"domain_scores_gemma":[0.8806874,0.06554056,0.042748,0.002273728,0.007180944,0.001569323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01093844,0.0003698313,0.7695811,0.007143035,0.002917734,0.0001995235,0.0001615128,0.004180866,0.001967098,0.00306937,0.01937634,0.1800952],"study_design_scores_gemma":[0.0008040471,0.002495702,0.9349647,0.001366913,0.002152166,0.0005929712,0.0002735374,0.002876382,0.002849221,0.002526927,0.04904629,0.00005110827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8011543,0.02614988,0.008203078,0.005562666,0.0003722903,0.001911724,0.1244863,0.0001802368,0.0319797],"genre_scores_gemma":[0.9695696,0.00293144,0.004307437,0.0007030095,0.0002748645,0.0006393986,0.01970981,0.00004049978,0.001823988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123096,"threshold_uncertainty_score":0.05939573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08438742452159656,"score_gpt":0.4457394938332265,"score_spread":0.36135206931163,"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."}}