{"id":"W2912711795","doi":"10.1097/01.aoa.0000552923.66319.ef","title":"Management Strategies for Unintentional Dural Puncture: A Canadian Experience Survey in an Academic Setting","year":2019,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Complication; Regional anesthesia; Anesthesia; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001602039,0.0002275945,0.0004433017,0.001028169,0.00225902,0.00122093,0.0008977049,0.0004543826,0.002223997],"category_scores_gemma":[0.006545898,0.0004673809,0.000465039,0.003106975,0.0006489244,0.0006066663,0.0009144106,0.0008833143,0.0002802211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01437211,"about_ca_system_score_gemma":0.02598207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9624667,"about_ca_topic_score_gemma":0.9733593,"domain_scores_codex":[0.998105,0.0001962958,0.000195529,0.0001105623,0.0009493586,0.0004432311],"domain_scores_gemma":[0.9944542,0.0005678987,0.00139848,0.00007707135,0.002185415,0.001316892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007940253,0.0002036239,0.9706407,0.0002591922,0.00005321182,0.0003272252,0.007982365,0.00006379873,0.0001776499,0.00008386378,0.003858218,0.01627087],"study_design_scores_gemma":[0.00001787653,0.0001311626,0.984183,0.0002094189,0.00002765372,0.0003563266,0.0114107,0.0002170548,0.00005327593,0.00001476985,0.003345106,0.0000336602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903046,0.001387292,0.0001155249,0.001728493,0.00003057361,0.0001654054,0.001702939,0.000009361705,0.004555814],"genre_scores_gemma":[0.9938147,0.003495986,0.0004610945,0.000804476,0.00001506868,0.0000434658,0.0006779027,0.000008159298,0.000679189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03753334,"threshold_uncertainty_score":0.1042774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991101231298766,"score_gpt":0.2820287784674012,"score_spread":0.2521177661544135,"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."}}