{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261961,0.0002514792,0.0003742424,0.0009152936,0.0005953449,0.0006974413,0.0004124533,0.0003641404,0.0009760951],"category_scores_gemma":[0.002642525,0.0003712268,0.0004370602,0.001604402,0.0003206588,0.0005729669,0.0004624433,0.0003265808,0.0002088785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228173,"about_ca_system_score_gemma":0.0005685104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065951,"about_ca_topic_score_gemma":0.007987927,"domain_scores_codex":[0.9990001,0.000279919,0.0001486885,0.0002384862,0.000197861,0.0001349359],"domain_scores_gemma":[0.9988133,0.0001721266,0.0006707297,0.0001415574,0.00008993231,0.0001125024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003175634,0.000007492349,0.9989686,0.00001251194,0.0000341831,0.0001420618,0.00004620745,0.000007181352,0.00005907391,0.00001057433,0.00003946581,0.0006409126],"study_design_scores_gemma":[0.00001002233,0.0001571131,0.9960817,0.00004649381,0.0000901784,0.002504116,0.0003125202,0.0001140191,0.00009353874,0.00002234332,0.0005617533,0.000006227403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996711,0.001515487,0.000303044,0.00009893203,0.00001120093,0.00003942295,0.0006401964,0.000005381445,0.0006752191],"genre_scores_gemma":[0.9987047,0.0005529798,0.0001600433,0.00006676845,0.00001418826,0.00003040583,0.0003672622,0.000002432477,0.0001013463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008065951,"threshold_uncertainty_score":0.016038,"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."}}