{"id":"W3119695293","doi":"10.3390/curroncol28010051","title":"Preferences of Canadian Patients and Physicians for Treatment of HR+/HER2− Advanced Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada)","funders":"","keywords":"Medicine; Breast cancer; Cancer; Tamoxifen; Internal medicine; Quality of life (healthcare); Oncology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001940704,0.0001209113,0.000466975,0.0001206954,0.00002946751,0.00000140991,0.0000364839,0.00005284446,0.00005988649],"category_scores_gemma":[0.00001755549,0.0001034675,0.00006400702,0.0001845592,0.0001285922,0.0000413011,0.00001047809,0.00003251975,4.080489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482204,"about_ca_system_score_gemma":0.0007067051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088483,"about_ca_topic_score_gemma":0.03973497,"domain_scores_codex":[0.9992514,0.00002665199,0.0002149769,0.0002139758,0.00008085072,0.0002121387],"domain_scores_gemma":[0.9991426,0.00006715851,0.0001514769,0.0001306054,0.0003983608,0.0001097815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004449096,0.0007618816,0.09663355,0.0001854312,0.0001182797,0.00000128891,0.001061835,0.00001060465,0.001997192,0.00008011362,0.00008594408,0.898619],"study_design_scores_gemma":[0.01505506,0.003606972,0.5836703,0.0005020826,0.0004166595,0.00002426427,0.001083156,0.00005802191,0.02378372,0.0004983118,0.3710555,0.0002460673],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908352,0.005637376,0.00004209759,0.001297132,0.0005527345,0.0005126914,0.0008522244,0.000008253729,0.0002623029],"genre_scores_gemma":[0.9961975,0.002354407,0.0008630563,0.00007625265,0.0001109332,0.0001999472,0.0001024929,0.00001501266,0.0000803721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8983729,"threshold_uncertainty_score":0.9777874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08518103629288318,"score_gpt":0.4011817121243497,"score_spread":0.3160006758314665,"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."}}