{"id":"W4388541367","doi":"10.1016/s0960-9776(23)00671-9","title":"PO107 TREATMENT PATTERNS AND CLINICAL OUTCOMES AMONG PATIENTS RECEIVING CDK4/6 INHIBITORS FOR HR+/HER2-ADVANCED/METASTATIC BREAST CANCER IN A SINGLE-CENTRE, CANADIAN REAL-WORLD SETTING USING AI-EXTRACTED DATA","year":2023,"lang":"en","type":"article","venue":"The Breast","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Oncology; Metastatic breast cancer; Internal medicine; Real world data; Breast cancer; Cancer; Gynecology; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005975019,0.0004704426,0.0007774564,0.0004219824,0.000287679,0.000077023,0.0003054758,0.00009529022,0.0000616632],"category_scores_gemma":[0.0001459679,0.000349025,0.0001360595,0.0007436467,0.0002094615,0.0004761137,0.0001749798,0.0003360704,0.000006057699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369268,"about_ca_system_score_gemma":0.0004603727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1782399,"about_ca_topic_score_gemma":0.6592951,"domain_scores_codex":[0.9967474,0.0001926434,0.0008748153,0.0008385804,0.0003471966,0.0009993967],"domain_scores_gemma":[0.9974592,0.0006383806,0.0003583948,0.000900018,0.0001875409,0.0004564504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003054965,0.0002221363,0.7729751,0.00006869868,0.0002291574,0.00003444686,0.0004624942,0.0001323638,0.00003962687,0.00000260093,0.00005556198,0.2254723],"study_design_scores_gemma":[0.005162057,0.000105767,0.9880039,0.001103767,0.0003258909,0.00006114801,0.0007561929,0.003697759,0.00001427383,0.00004249456,0.0003841686,0.000342567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884267,0.00005727628,0.0000437353,0.004822314,0.0005026946,0.0018407,0.004127143,0.000132411,0.00004700306],"genre_scores_gemma":[0.9972876,0.0001007447,0.0006152309,0.0004902464,0.0003239817,0.00009735924,0.0005878786,0.0001355748,0.0003614087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4810552,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06498576353557098,"score_gpt":0.3755091171562621,"score_spread":0.3105233536206912,"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."}}