{"id":"W4309237823","doi":"10.2196/40386","title":"Stage-Specific Survival in Breast Cancer in Chinese and White Women: Comparative Data Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province","keywords":"Breast cancer; White (mutation); Medicine; Stage (stratigraphy); Cancer; Demography; Gynecology; Oncology; Biology; Internal medicine; Genetics","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":[0.002014289,0.0002311,0.0004521348,0.002946759,0.0003646752,0.0004798225,0.0003700859,0.000290698,0.0008858931],"category_scores_gemma":[0.002708738,0.0001242653,0.0007669532,0.003029295,0.0003131453,0.0004887051,0.0004786913,0.0002313981,0.0001038314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523531,"about_ca_system_score_gemma":0.000662033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342156,"about_ca_topic_score_gemma":0.01486081,"domain_scores_codex":[0.9992338,0.00017329,0.0001010037,0.0002060523,0.0001702958,0.0001154688],"domain_scores_gemma":[0.9983894,0.0004596238,0.0005614057,0.0001691661,0.0002304011,0.0001900767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248726,0.00001038898,0.998327,0.00001054814,0.0001339056,0.0000261632,0.00006462615,0.00004753568,0.00004932686,0.00002459962,0.00006363604,0.001117365],"study_design_scores_gemma":[0.000006286412,0.00005260763,0.9991358,0.000003929564,0.00007800311,0.00006341644,0.0001851501,0.0002687369,0.00002967921,0.00002661724,0.0001465062,0.000003339357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986229,0.000298745,0.00007256611,0.00002545423,0.000005384384,0.000006941957,0.0007148388,0.00000273616,0.0002504707],"genre_scores_gemma":[0.9987822,0.0001057754,0.00004368102,0.00001045348,0.000008694165,0.00001077044,0.000991069,0.000001027161,0.00004635355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342156,"threshold_uncertainty_score":0.02668691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767504617346847,"score_gpt":0.3364260776997993,"score_spread":0.2987510315263308,"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."}}