{"id":"W3121771782","doi":"10.3390/curroncol28010066","title":"Real-World Palbociclib Use in HR+/HER2− Advanced Breast Cancer in Canada: The IRIS Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Palbociclib; Fulvestrant; Medicine; Letrozole; Metastatic breast cancer; Internal medicine; Oncology; Breast cancer; Cancer; Progression-free survival; Gynecology; Aromatase; Chemotherapy; Estrogen receptor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002094382,0.0002506524,0.0006667751,0.0001392814,0.0000567506,0.00001067136,0.0001823491,0.00005527971,0.0005140338],"category_scores_gemma":[0.00008692668,0.0001944177,0.00005658496,0.0009484951,0.000101439,0.0001326403,0.0001239041,0.0007218679,0.000005916085],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267504,"about_ca_system_score_gemma":0.00541706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6400756,"about_ca_topic_score_gemma":0.9967023,"domain_scores_codex":[0.9977353,0.0003280236,0.000531594,0.0005247525,0.0003132158,0.0005671745],"domain_scores_gemma":[0.9986342,0.0003569578,0.0001585094,0.0005190916,0.000192375,0.0001388688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005313344,0.0007293481,0.7525848,0.00003179293,0.00004761012,0.0004764158,0.000956235,0.0002951331,0.000215134,0.00003566216,0.0003911001,0.2437054],"study_design_scores_gemma":[0.005378945,0.0001051615,0.9079302,0.0001873568,0.00005103719,0.00007212929,0.004134834,0.00008973165,0.00006370767,0.00004896303,0.08175801,0.0001799156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872189,0.003200311,0.000008941161,0.006607589,0.00166801,0.0008593668,0.00008553702,0.00002917702,0.0003221568],"genre_scores_gemma":[0.9969608,0.001098211,0.0001016732,0.0006137128,0.0002592035,0.0004435266,0.00001928122,0.00003930856,0.0004642771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566267,"threshold_uncertainty_score":0.9985511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07953434867907955,"score_gpt":0.4121547695590764,"score_spread":0.3326204208799969,"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."}}