{"id":"W7113906601","doi":"10.1158/1557-3265.earlyonsetca25-b012","title":"Abstract B012: Sociodemographic and clinical determinants associated with early-onset breast cancer","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Logistic regression; Odds ratio; Cohort; Prospective cohort study; Odds; Univariate analysis; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006147888,0.0001833056,0.0001588292,0.0008079265,0.0003770897,0.0005118286,0.0004151505,0.0002828254,0.00591885],"category_scores_gemma":[0.002985597,0.0001604225,0.0004088296,0.001207294,0.0002262805,0.0002867299,0.0004060316,0.0004736297,0.0004266333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933373,"about_ca_system_score_gemma":0.0009662165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02729395,"about_ca_topic_score_gemma":0.0257359,"domain_scores_codex":[0.9996464,0.00009496855,0.00004539746,0.00005286719,0.00006881157,0.00009154367],"domain_scores_gemma":[0.9982678,0.0003236643,0.0008476038,0.00008631931,0.0001882435,0.000286317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003536107,0.00001124971,0.9989713,0.00001327865,0.00002043803,0.00003224984,0.000022232,0.00002199382,0.00006826367,0.00001320622,0.000179809,0.0006104847],"study_design_scores_gemma":[0.000002269457,0.00001817016,0.9994307,0.00001589852,0.00001076485,0.00007372726,0.0001080598,0.0001091871,0.00001917514,0.00001325773,0.0001975363,0.000001284556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947152,0.0004005533,0.000108678,0.0003122689,0.00001699509,0.00002055371,0.003403466,0.000005654528,0.001016648],"genre_scores_gemma":[0.9986494,0.00009019704,0.00008014353,0.00004116746,0.000008795344,0.00001188948,0.000751942,0.000002030155,0.000364498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02729395,"threshold_uncertainty_score":0.05427015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1835118544814505,"score_gpt":0.5601915092745251,"score_spread":0.3766796547930746,"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."}}