{"id":"W2319957661","doi":"10.1213/ane.0000000000000686","title":"What’s New in Obstetric Anesthesia","year":2015,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Society of Anaesthesiology; Massachusetts General Hospital","keywords":"Medicine; Obstetric anesthesia; Multidisciplinary approach; Pregnancy; Cesarean delivery; Obstetrics","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":[0.003165204,0.000601487,0.001153475,0.002478881,0.0007463159,0.004320101,0.0009977259,0.001991769,0.005995451],"category_scores_gemma":[0.0104199,0.000375734,0.001162413,0.002609042,0.002057656,0.006422359,0.001097592,0.003266274,0.001477758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653288,"about_ca_system_score_gemma":0.005595555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081247,"about_ca_topic_score_gemma":0.003315649,"domain_scores_codex":[0.9976099,0.0007194026,0.0004083531,0.0003682468,0.0007212136,0.0001729805],"domain_scores_gemma":[0.992459,0.004837995,0.0008837872,0.0002414502,0.00126184,0.0003158567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001489493,0.00006414304,0.0009148681,0.05085823,0.0002293461,0.0003542018,0.0008219482,0.0002535238,0.0005712767,0.02602124,0.08132455,0.8384377],"study_design_scores_gemma":[0.00001543311,0.00009904949,0.001670104,0.04583006,0.0001721315,0.001635842,0.000689993,0.00008978858,0.0001910907,0.01314507,0.9364271,0.00003442026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000181974,0.9847761,0.0002159105,0.008686963,0.004342038,0.000008562505,0.00003351931,0.000007086674,0.001747887],"genre_scores_gemma":[0.002219472,0.9854217,0.0003624748,0.005412799,0.006094328,0.00001622432,0.00004150095,0.000006570701,0.000424882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005995451,"threshold_uncertainty_score":0.02005678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06597375028014649,"score_gpt":0.3306548049259511,"score_spread":0.2646810546458046,"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."}}