{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172339,0.000193894,0.0002305032,0.0003149318,0.001521243,0.000835179,0.0002400961,0.0005948552,0.006084367],"category_scores_gemma":[0.006784793,0.0001108815,0.0004919138,0.0005854141,0.0007254861,0.0002668788,0.0003606972,0.0005523663,0.000347547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006289643,"about_ca_system_score_gemma":0.006684091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6080291,"about_ca_topic_score_gemma":0.7414956,"domain_scores_codex":[0.9985475,0.0004192854,0.00006824551,0.0001098376,0.000523863,0.0003313147],"domain_scores_gemma":[0.9964083,0.001055867,0.0008723555,0.0001010625,0.0006427937,0.000919652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002811694,0.0005585949,0.918057,0.0001807021,0.0001535835,0.0002978498,0.007124011,0.0007441588,0.001574062,0.0005791258,0.01115911,0.05676004],"study_design_scores_gemma":[0.0004638931,0.0009205788,0.9735792,0.0001048194,0.00009998255,0.0005722298,0.008890208,0.001545109,0.0004578799,0.0003258266,0.0129416,0.00009862773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926289,0.0003636884,0.00007526364,0.001034112,0.00001321634,0.00005644824,0.0005620742,0.000003881454,0.005262253],"genre_scores_gemma":[0.9979412,0.0002000056,0.0002240428,0.00066147,0.00001097451,0.00002003013,0.0002561767,0.000001189503,0.0006848254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919709,"threshold_uncertainty_score":0.7885587,"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."}}