{"id":"W4413329945","doi":"10.3390/curroncol32080471","title":"Treatment Disparities, Heterogeneities, and Barriers to Access for Patients with Hormone Receptor-Positive, Human Epidermal Growth Factor Receptor 2-Negative Metastatic Breast Cancer: A National Survey from Brazil","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human Epidermal Growth Factor Receptor 2; Medicine; Breast cancer; Hormone receptor; Receptor; Metastatic breast cancer; Cancer research; Oncology; Cancer; Epidermal growth factor receptor; Internal medicine; 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":[0.001243048,0.0001454915,0.0003132492,0.0006452303,0.000442555,0.000584981,0.0004516031,0.0003618197,0.001291297],"category_scores_gemma":[0.004923328,0.0002841333,0.0005357563,0.001008671,0.0003271149,0.0005723835,0.00084521,0.0004204616,0.000116957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139002,"about_ca_system_score_gemma":0.001643935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1533322,"about_ca_topic_score_gemma":0.1973797,"domain_scores_codex":[0.9993105,0.0001860887,0.0001076402,0.0001042793,0.0001459988,0.0001454581],"domain_scores_gemma":[0.9977136,0.0005317376,0.001056223,0.00009714593,0.0002852654,0.0003161264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313881,0.00006416736,0.9923038,0.000100441,0.00003779078,0.00006758139,0.002946566,0.00003203065,0.0001950686,0.000128959,0.0004915886,0.003608874],"study_design_scores_gemma":[0.000009364344,0.00004349555,0.9933358,0.0001452199,0.00003034259,0.000118856,0.004684598,0.0002393187,0.00004463846,0.00005352658,0.001285045,0.000009730637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995465,0.0005894748,0.000104324,0.001037564,0.000007860994,0.0000549654,0.001140265,0.00000358951,0.001596991],"genre_scores_gemma":[0.998808,0.0004205892,0.0001113029,0.0001947635,0.000003242461,0.00003346378,0.0003164578,0.00000210935,0.0001100318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1533322,"threshold_uncertainty_score":0.3048794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06199026650173751,"score_gpt":0.4045101935267062,"score_spread":0.3425199270249687,"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."}}