{"id":"W3037464692","doi":"10.1097/01.aoa.0000479525.57274.49","title":"Confirmation of Loss-of-Resistance for Epidural Analgesia","year":2016,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Epidural space; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00196633,0.0007090134,0.000736497,0.001815074,0.0004538318,0.001076198,0.0007811963,0.001272588,0.009867861],"category_scores_gemma":[0.005544561,0.0002469728,0.0006541356,0.0005606074,0.001084941,0.001184933,0.0007154434,0.00142363,0.006947288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003341668,"about_ca_system_score_gemma":0.0005483891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007089782,"about_ca_topic_score_gemma":0.001088062,"domain_scores_codex":[0.9984128,0.0004032892,0.0002041641,0.000117908,0.0006506841,0.0002110856],"domain_scores_gemma":[0.9981503,0.0005373402,0.0003377156,0.0002417115,0.0005596553,0.0001733193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002476554,0.000724135,0.1549661,0.00242794,0.0002798573,0.2017852,0.001047329,0.0003335546,0.3060071,0.004085436,0.05896324,0.2669036],"study_design_scores_gemma":[0.0002159848,0.002264245,0.163325,0.001859988,0.0004255275,0.5605194,0.001402491,0.004759497,0.1501347,0.003127878,0.1117695,0.0001958918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6949266,0.09691656,0.06929699,0.02642873,0.008416329,0.001569298,0.001393931,0.002156947,0.09889469],"genre_scores_gemma":[0.9286306,0.01538786,0.03698267,0.00619904,0.001178841,0.0002075718,0.0006159025,0.0002096186,0.01058781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009867861,"threshold_uncertainty_score":0.03301126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909064486032983,"score_gpt":0.2571954795658649,"score_spread":0.238104834705535,"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."}}