{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009065385,0.0004990494,0.0007997139,0.00237727,0.001106227,0.001632955,0.001525489,0.000601303,0.00267172],"category_scores_gemma":[0.007232326,0.0003577979,0.001599241,0.00911554,0.0005241043,0.0005408195,0.0008594962,0.001080537,0.000365903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571094,"about_ca_system_score_gemma":0.02724722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9659887,"about_ca_topic_score_gemma":0.9772261,"domain_scores_codex":[0.9982665,0.000134057,0.0002308509,0.0004336155,0.0004761518,0.0004588409],"domain_scores_gemma":[0.9952238,0.0005439779,0.001417628,0.0002832631,0.001927694,0.0006036541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006690119,0.00004369338,0.9803992,0.0005102677,0.0008358028,0.00008426265,0.00027882,0.0006690086,0.0001758465,0.0002021585,0.01016725,0.005964709],"study_design_scores_gemma":[0.00009618201,0.00005695624,0.9922647,0.000202476,0.0004489313,0.000150195,0.0005788929,0.0009826132,0.0001280059,0.00007443492,0.004973932,0.00004255788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7281098,0.002848882,0.0004472309,0.0007502244,0.00004664366,0.0002168109,0.263377,0.00007177627,0.00413166],"genre_scores_gemma":[0.9336379,0.0009872853,0.001083674,0.0002776516,0.0000201809,0.0001600014,0.06315692,0.00002641772,0.0006500017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0340113,"threshold_uncertainty_score":0.1139914,"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."}}