{"id":"W3012115304","doi":"10.1097/01.asm.0001079308.40759.db","title":"Obstetric Anesthesia: Origins and Current Practice","year":2020,"lang":"en","type":"article","venue":"ASA Monitor","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Anesthesia; Medicine; Psychology; Engineering; Electrical engineering","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":[0.008075322,0.0005822057,0.0009238331,0.004135676,0.002257601,0.00796546,0.001794474,0.005345433,0.006642],"category_scores_gemma":[0.01739394,0.0006947949,0.0004602019,0.005506247,0.01230563,0.008519681,0.003035348,0.009948143,0.002018669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009368065,"about_ca_system_score_gemma":0.007813815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006898733,"about_ca_topic_score_gemma":0.009209631,"domain_scores_codex":[0.9963409,0.001287185,0.0004779682,0.0007719715,0.0008471029,0.0002748114],"domain_scores_gemma":[0.9835315,0.008918264,0.001249022,0.0008470564,0.003463515,0.001990565],"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":[0.000129365,0.0001764218,0.004088504,0.003468249,0.00002974081,0.0005604868,0.006528854,0.0003039856,0.0002551927,0.1701958,0.1248916,0.6893719],"study_design_scores_gemma":[0.00002782977,0.00007283875,0.004875153,0.01171632,0.00001868436,0.001913318,0.004989117,0.0001645481,0.00008612249,0.04040718,0.9356716,0.00005736957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001481648,0.8455719,0.00105779,0.129653,0.004372367,0.00001466639,0.00004680301,0.00005120959,0.0177507],"genre_scores_gemma":[0.02949492,0.9279991,0.00170771,0.02459119,0.01336033,0.00005256506,0.00005971201,0.00006763329,0.002666926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009368065,"threshold_uncertainty_score":0.0679704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904821208939849,"score_gpt":0.3077741120144735,"score_spread":0.278725899925075,"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."}}