{"id":"W4409331232","doi":"10.1186/s12885-025-14091-2","title":"A systematic review and meta-analysis of pregnancy-associated breast cancer incidence rate","year":2025,"lang":"en","type":"review","venue":"BMC Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arak University of Medical Sciences","keywords":"Meta-analysis; Medicine; Surgical oncology; Breast cancer; Obstetrics; Incidence (geometry); Oncology; Pregnancy; Gynecology; MEDLINE; Internal medicine; Cancer; Biology","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":[0.02200972,0.003644052,0.01965586,0.01176159,0.0008914567,0.004034035,0.002356649,0.002542663,0.004104071],"category_scores_gemma":[0.05168263,0.001890743,0.0630671,0.01012721,0.0007426147,0.002385781,0.001806416,0.002248829,0.0003844104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003598551,"about_ca_system_score_gemma":0.005307287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008554573,"about_ca_topic_score_gemma":0.01648112,"domain_scores_codex":[0.9810192,0.009979923,0.004880139,0.001789783,0.001837436,0.0004934068],"domain_scores_gemma":[0.9715238,0.02145763,0.003348121,0.001019475,0.002368404,0.0002825202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001120913,0.00002148405,0.005193964,0.2950334,0.6871678,0.0001589836,0.00007939382,0.0009076719,0.0001661596,0.0001690885,0.0006557842,0.009325333],"study_design_scores_gemma":[0.0002136085,0.0001084783,0.002780233,0.01930998,0.975635,0.0001026556,0.00003317993,0.0002294195,0.00007810946,0.000185506,0.001304571,0.00001932419],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003792718,0.9933815,0.0009305657,0.0002598509,0.0002064117,0.0003601793,0.0007742078,0.00002933144,0.0002651344],"genre_scores_gemma":[0.1440702,0.8456879,0.004821103,0.0009099424,0.0003915217,0.002066552,0.001590754,0.00005081605,0.0004112041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02200972,"threshold_uncertainty_score":0.1163999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09966367350124446,"score_gpt":0.4144776589967081,"score_spread":0.3148139854954636,"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."}}