{"id":"W2976888430","doi":"10.1213/ane.0000000000004465","title":"Review of Consults in Obstetric Anesthesiology","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Anesthesiology; Obstetric anesthesia; Presentation (obstetrics); Disease; Reading (process); Intensive care medicine; Medical emergency; Family medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009093457,0.0008338888,0.001333475,0.0078926,0.001152488,0.002907396,0.001071677,0.001337246,0.02892221],"category_scores_gemma":[0.007179131,0.0005641889,0.0007928733,0.01181172,0.0007858427,0.002217073,0.001293548,0.002046604,0.01139442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259583,"about_ca_system_score_gemma":0.003368863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005204302,"about_ca_topic_score_gemma":0.009645711,"domain_scores_codex":[0.9985245,0.0003197716,0.000207889,0.0001503302,0.00068865,0.0001089403],"domain_scores_gemma":[0.9957628,0.001471265,0.0004485021,0.0000870371,0.001714495,0.0005160269],"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":[0.00003395018,0.00004743716,0.0006577427,0.004552788,0.00002245661,0.0006483792,0.0003065187,0.000148327,0.0001441006,0.002256408,0.670478,0.3207039],"study_design_scores_gemma":[0.000006091971,0.00002607281,0.002198855,0.006391529,0.00001857242,0.003205709,0.0002940409,0.00004323298,0.00002655472,0.0004396974,0.9873363,0.00001333261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006646827,0.94961,0.0002962081,0.006365042,0.01601613,0.00003390203,0.0001639621,0.00006281742,0.02678734],"genre_scores_gemma":[0.004059531,0.9560159,0.000732479,0.006158734,0.01237123,0.00005028556,0.0004331231,0.00006211718,0.02011662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02892221,"threshold_uncertainty_score":0.09675437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190972465354646,"score_gpt":0.2669175972794489,"score_spread":0.2550078726259025,"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."}}