{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001458517,0.001065157,0.001037898,0.00182547,0.002154902,0.006316958,0.002235641,0.003028706,0.9158222],"category_scores_gemma":[0.008654432,0.0005136883,0.0008119275,0.001260739,0.0008168638,0.003718079,0.006019029,0.00203676,0.8939569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008253165,"about_ca_system_score_gemma":0.002314847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009137958,"about_ca_topic_score_gemma":0.001528472,"domain_scores_codex":[0.9978283,0.0003506715,0.0001367926,0.0004778734,0.0009054074,0.0003009363],"domain_scores_gemma":[0.9927313,0.0004962597,0.000332696,0.001187961,0.002428519,0.002823359],"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":[0.00005041569,0.00006415723,0.000210999,0.0001667795,0.000004445871,0.00008511604,0.00005979621,0.00001435542,0.0002318746,0.001775761,0.8662199,0.1311164],"study_design_scores_gemma":[0.00001025672,0.00001316263,0.0002182638,0.00006151561,0.000001161925,0.0001024644,0.0000608223,0.00001677124,0.00004439351,0.0005122758,0.9989552,0.000003583063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007546059,0.001287919,0.001857911,0.006327104,0.01603715,0.0004980589,0.002759593,0.002892122,0.9675856],"genre_scores_gemma":[0.002828152,0.0006974174,0.0005962827,0.002964595,0.002105748,0.0001456355,0.001185682,0.0007627395,0.9887137],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9158222,"threshold_uncertainty_score":0.1200694,"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."}}