{"id":"W2901777359","doi":"10.1111/tbj.13156","title":"Neonatal outcomes of pregnancy‐associated breast cancer: Population‐based study on 11 million births","year":2018,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Incidence (geometry); Breast cancer; Population; Logistic regression; Live birth; Premature rupture of membranes; Gynecology; Cancer; Gestational age; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690784,0.0001766081,0.0003723972,0.0001532295,0.0002455335,0.0000262354,0.0001681362,0.00005693729,0.0006004077],"category_scores_gemma":[0.00002954051,0.0001006053,0.0001734522,0.0002769613,0.00006890682,0.00007304664,0.00002617467,0.0002838566,0.000009131412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335105,"about_ca_system_score_gemma":0.0001628526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553344,"about_ca_topic_score_gemma":0.001077309,"domain_scores_codex":[0.9985186,0.0001049761,0.0003903132,0.0001519339,0.0005801128,0.0002539915],"domain_scores_gemma":[0.9988862,0.0000548104,0.0003604263,0.0002788164,0.0002807469,0.0001390538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004835569,0.0004307929,0.982181,0.00000711986,0.0002003089,0.00001476736,0.0006644459,0.00002372722,0.0000664955,0.000007392556,0.0002598849,0.01566057],"study_design_scores_gemma":[0.003263444,0.0005189216,0.9944065,0.0004683259,0.0002138328,0.0003619683,0.0004076034,0.00009063139,0.00006917901,0.00003149312,0.00006303201,0.0001051296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958876,0.0001310028,0.00002967694,0.002690493,0.0005134264,0.000340088,0.0003111869,0.00002871256,0.00006776699],"genre_scores_gemma":[0.9990849,0.00001827188,0.00000943338,0.0002060742,0.0004198889,0.00000747582,0.00001105292,0.00002759684,0.0002153347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555545,"threshold_uncertainty_score":0.6574043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288614768157756,"score_gpt":0.3153952973975373,"score_spread":0.2925091497159598,"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."}}