{"id":"W4405234188","doi":"10.3390/curroncol31120581","title":"First-Line (1L) Treatment Decision Patterns and Survival of Hormone Receptor (HR)-Positive/HER2-Negative Advanced Breast Cancer (ABC) Patients in a Latin American (LATAM) Public Institution","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oncology; Internal medicine; Breast cancer; Chemotherapy; Population; Hormone therapy; Cancer; Endocrine system; Disease; Clinical trial; Gynecology; Hormone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004450716,0.0001003153,0.0001525958,0.0003925837,0.0003201261,0.0006487587,0.0001797165,0.0003870964,0.002056848],"category_scores_gemma":[0.002104028,0.0000921138,0.0002402089,0.0004259325,0.0002184638,0.0003962965,0.0003005381,0.000405561,0.0002194653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476794,"about_ca_system_score_gemma":0.0004539491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659358,"about_ca_topic_score_gemma":0.004232124,"domain_scores_codex":[0.9996969,0.00009178012,0.00003228832,0.0000477326,0.00003616379,0.00009524291],"domain_scores_gemma":[0.9985254,0.0002751023,0.0008581131,0.0000353675,0.00007534878,0.0002306697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004097013,0.0001716291,0.993952,0.00001218774,0.00001909073,0.00009113528,0.0001512269,0.00009112563,0.0002253046,0.00003284113,0.0001776455,0.004666182],"study_design_scores_gemma":[0.00004122329,0.0008394071,0.9959998,0.00002183292,0.00002647304,0.0005134328,0.0009785659,0.0004998681,0.0001936634,0.00008845544,0.0007872557,0.00001001348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995052,0.0001302409,0.00001513973,0.00007050365,0.00000174983,0.00000323212,0.0000706518,0.000001042289,0.0002021984],"genre_scores_gemma":[0.9995757,0.00006827527,0.00002087824,0.0000551128,0.000004758908,0.000004980078,0.0001068203,9.768012e-7,0.0001625635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659358,"threshold_uncertainty_score":0.00688082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04696573317374571,"score_gpt":0.3782863379829165,"score_spread":0.3313206048091708,"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."}}