{"id":"W4409063737","doi":"10.54985/peeref.2504a9166683","title":"Breast Cancer During Pregnancy: Diagnosis, Treatment Challenges, and Clinical Considerations","year":2025,"lang":"en","type":"article","venue":"","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"George Brown College","funders":"","keywords":"Breast cancer; Obstetrics; Pregnancy; Medicine; Gynecology; Cancer; Medical physics; Oncology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004647035,0.0004922699,0.001144039,0.001033036,0.001682334,0.00300438,0.001040491,0.003668852,0.002552456],"category_scores_gemma":[0.01725113,0.0004233862,0.0005458249,0.0007957838,0.001491084,0.003743645,0.001436863,0.005585262,0.0006448667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702711,"about_ca_system_score_gemma":0.005117197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005077758,"about_ca_topic_score_gemma":0.0105718,"domain_scores_codex":[0.9972348,0.00139316,0.0002894016,0.0001903206,0.0005532581,0.0003391429],"domain_scores_gemma":[0.9927671,0.004724616,0.0006265965,0.0001331535,0.0009298252,0.0008186329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006157236,0.0004451748,0.1306675,0.00206295,0.0001539808,0.03007798,0.002869645,0.00162193,0.001473418,0.02748316,0.1038869,0.6986416],"study_design_scores_gemma":[0.0002196251,0.001252141,0.1351054,0.02581332,0.0004340573,0.314784,0.04394632,0.004534692,0.001420682,0.1203137,0.3517599,0.0004160537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02574735,0.3387421,0.004433407,0.6106255,0.002802652,0.00006139297,0.0002081519,0.00004994194,0.01732954],"genre_scores_gemma":[0.4463505,0.4677286,0.01219212,0.04679015,0.0230615,0.0001857556,0.0003723604,0.0000653254,0.003253711],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005077758,"threshold_uncertainty_score":0.02457613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0670662973170587,"score_gpt":0.3828026965513072,"score_spread":0.3157363992342485,"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."}}