{"id":"W2067916377","doi":"10.1213/ane.0000000000000322","title":"Double Duty","year":2014,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002307547,0.0004894112,0.000854775,0.0001986831,0.000136242,0.00004520119,0.0002717183,0.0009334252,0.0007416377],"category_scores_gemma":[0.000004837836,0.0004167617,0.0002992452,0.0001395589,0.00008904994,0.00005640813,0.00002436316,0.001609407,0.001811003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034163,"about_ca_system_score_gemma":0.0001410589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790195,"about_ca_topic_score_gemma":0.000002880724,"domain_scores_codex":[0.9974668,0.0001048239,0.0005159226,0.0005852512,0.0005912646,0.0007359486],"domain_scores_gemma":[0.9985321,0.00007082772,0.0002543608,0.000843304,0.00007658166,0.0002228639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003375889,0.00004919413,0.004010259,0.007007696,0.00007836185,0.0127004,0.00005158249,2.486217e-7,0.000003701534,0.0001943651,0.9753697,0.0001968961],"study_design_scores_gemma":[0.001019669,0.0003555455,0.006937689,0.004034145,0.0002427988,0.006898691,0.000002368129,0.000009003151,0.0003955583,0.000125472,0.9795825,0.000396552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01499977,0.001428662,0.00001266967,0.9716535,0.0002224241,0.0007559702,0.000002522373,0.0002483774,0.01067611],"genre_scores_gemma":[0.01776093,0.0002346634,0.0001720876,0.9356686,0.004526215,0.00008759064,0.0004099112,0.0001296704,0.04101029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03598485,"threshold_uncertainty_score":0.9998284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912487239970871,"score_gpt":0.2868737792289291,"score_spread":0.2577489068292204,"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."}}