{"id":"W4417482291","doi":"10.1016/j.jval.2025.09.1373","title":"EPH244 The Incidence, Mortality, and Survival of Breast Cancer per HER2/HR Status in the United States: A Surveillance, Epidemiology, and End Results (SEER) 2018-2022 Database Analysis","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada","funders":"","keywords":"Breast cancer; Survival analysis; Cancer; Overall survival","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009189944,0.000310569,0.000650249,0.002066288,0.0001662923,0.0007530578,0.0004748912,0.0003646869,0.00195939],"category_scores_gemma":[0.003317173,0.0002738292,0.001321025,0.005166106,0.0001216338,0.0006534433,0.00054825,0.0005739119,0.0004861977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590631,"about_ca_system_score_gemma":0.0006031006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782355,"about_ca_topic_score_gemma":0.01928983,"domain_scores_codex":[0.9989142,0.0002502706,0.0002429444,0.0002444241,0.0002426962,0.0001055081],"domain_scores_gemma":[0.9978464,0.0005123026,0.0009868531,0.0002170548,0.0002868204,0.000150702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001405402,0.00007263809,0.9769736,0.0004062861,0.002484471,0.00007744115,0.00005352786,0.0007975649,0.0001612438,0.0001976008,0.01046628,0.006903953],"study_design_scores_gemma":[0.000175826,0.00009339832,0.9935282,0.00008769443,0.0008156662,0.0001862735,0.0001424396,0.0009175917,0.0001333767,0.0001013154,0.003802779,0.00001529413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6833046,0.003093708,0.0004191132,0.0002601281,0.00003460762,0.00007683844,0.3098091,0.00004657301,0.002955226],"genre_scores_gemma":[0.8639706,0.001858802,0.000514485,0.0001993064,0.00005410586,0.0001267019,0.1318779,0.00002177404,0.001376259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782355,"threshold_uncertainty_score":0.03543961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07087840206212208,"score_gpt":0.4005935166910704,"score_spread":0.3297151146289483,"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."}}