{"id":"W2799310389","doi":"10.1097/01.aog.0000533563.14434.02","title":"Breast Cancer in Pregnancy: A Retrospective Cohort Study [24L]","year":2018,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Retrospective cohort study; Pregnancy; Obstetrics; Breast cancer; Gynecology; Cancer; Gestational age; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001094583,0.0001185666,0.0003702269,0.0002070928,0.00006040273,0.00001162381,0.00004798698,0.0001067217,0.0005851208],"category_scores_gemma":[0.0004212164,0.00009865988,0.00002885795,0.0006170738,0.0001171651,0.00003780277,0.00005423724,0.0001810621,0.00001163101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552438,"about_ca_system_score_gemma":0.0001057275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203507,"about_ca_topic_score_gemma":0.003070663,"domain_scores_codex":[0.999042,0.00002891503,0.000188961,0.000346716,0.0001375697,0.0002558135],"domain_scores_gemma":[0.9992101,0.0002933213,0.00006131262,0.0001901532,0.0001483325,0.00009675942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003303828,0.0002819387,0.9614344,0.000009950252,0.00005483509,0.00008054487,0.0005940688,2.137516e-7,0.00002129108,0.00008014542,0.0002060653,0.03720351],"study_design_scores_gemma":[0.002048042,0.0009001093,0.9949301,0.00003321961,0.00006791995,0.00002440334,0.0002308475,0.00005854075,0.0000119096,0.0000836669,0.001506323,0.0001049407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993387,0.001556988,0.000004181541,0.0002574784,0.0010714,0.0007643983,0.00003743838,0.00002076594,0.002900321],"genre_scores_gemma":[0.9980564,0.0009378567,0.0000135223,0.0001286035,0.0001022953,0.00008836883,0.0000022369,0.00001475631,0.0006560058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03709858,"threshold_uncertainty_score":0.6406662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320291149002786,"score_gpt":0.2932485295876706,"score_spread":0.2800456180976427,"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."}}