{"id":"W4380995060","doi":"10.2196/47110","title":"Survival and Trends in Annualized Hazard Function by Age at Diagnosis Among Chinese Breast Cancer Patients Aged ≤40 Years: Case Analysis Study","year":2023,"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":"","keywords":"Medicine; Breast cancer; Proportional hazards model; Hazard ratio; Survival analysis; Multivariate analysis; Internal medicine; Young adult; Demography; Cancer; Oncology; Confidence interval","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":[0.001207449,0.0003334796,0.0005716041,0.001719464,0.0006967766,0.0006847803,0.0005744307,0.0004865299,0.001573421],"category_scores_gemma":[0.001949003,0.000355179,0.0009600139,0.002036228,0.0003180475,0.0004338767,0.0004179415,0.0005667369,0.0001507715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120142,"about_ca_system_score_gemma":0.00104347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02949054,"about_ca_topic_score_gemma":0.01806772,"domain_scores_codex":[0.9993345,0.0001016181,0.00006928144,0.0002007269,0.00009330521,0.0002005121],"domain_scores_gemma":[0.9985474,0.0002593836,0.0005553148,0.0002075114,0.0001925925,0.0002378248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116299,0.00001654715,0.9986961,0.000006241891,0.00005893998,0.0001786445,0.00005323833,0.00006468575,0.00006894174,0.00002339488,0.00008116136,0.0006357959],"study_design_scores_gemma":[0.00001634333,0.00006884721,0.9976085,0.00000416054,0.0001021932,0.0005826411,0.0001570231,0.001102492,0.00005608674,0.0000576324,0.0002356018,0.000008575454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990079,0.000202308,0.0001041242,0.00003221887,0.000003790321,0.000009384714,0.0004813387,0.000004483339,0.0001544637],"genre_scores_gemma":[0.999087,0.000106625,0.00009258601,0.00001258018,0.00001132634,0.00001665913,0.0005592391,0.000002229582,0.0001117901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02949054,"threshold_uncertainty_score":0.05863774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432909255018423,"score_gpt":0.3081601464296427,"score_spread":0.2938310538794585,"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."}}