{"id":"W4417201254","doi":"10.1158/1557-3265.earlyonsetca25-b037","title":"Abstract B037: Early-Onset Cancer: A Focus on Pregnancy-Associated Cases","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":"Pregnancy; Cancer; Incidence (geometry); Breast cancer; Thyroid cancer; Young adult; Ectopic pregnancy","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":[0.0004170668,0.0001806667,0.0001593445,0.002159556,0.0003983141,0.0006417597,0.0004114745,0.0002872671,0.00359827],"category_scores_gemma":[0.001701976,0.0001418964,0.0003068536,0.002812809,0.0002304419,0.0004694003,0.0007312064,0.0003869332,0.0004853508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152603,"about_ca_system_score_gemma":0.001098249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392066,"about_ca_topic_score_gemma":0.02554777,"domain_scores_codex":[0.999495,0.00007002951,0.00008410861,0.0001112197,0.0001132794,0.000126274],"domain_scores_gemma":[0.9986519,0.0002562512,0.0005830617,0.00005314168,0.000231262,0.0002242847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004055903,0.00001564392,0.9914894,0.0001052041,0.00002345946,0.0004008698,0.0001127865,0.00003505438,0.000217769,0.00006546635,0.001845949,0.005647921],"study_design_scores_gemma":[0.000002933026,0.00002430909,0.9950546,0.0001403913,0.00002255841,0.001717589,0.0006595925,0.0001120744,0.0001236231,0.00002861805,0.0021105,0.000003176679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733025,0.005924436,0.0004154687,0.0007535762,0.00006070358,0.0000880334,0.01088817,0.00004386172,0.00852317],"genre_scores_gemma":[0.9933389,0.002464006,0.0002070422,0.0001990139,0.00005318014,0.00003923536,0.003192532,0.00001021264,0.0004959336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392066,"threshold_uncertainty_score":0.04756284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3092114205533619,"score_gpt":0.5821282712034643,"score_spread":0.2729168506501024,"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."}}