{"id":"W2324644915","doi":"10.1097/aap.0000000000000394","title":"Primary Failure of Thoracic Epidural Analgesia in Training Centers","year":2016,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Fluoroscopy; Modalities; Epidural space; Thoracic spine; Neurostimulation; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815357,0.0003035471,0.0008068684,0.0004464221,0.00004374864,0.000003095078,0.0002162311,0.0001334402,0.0002305016],"category_scores_gemma":[0.00009736416,0.0001810804,0.000167528,0.0004905204,0.0005062096,0.00009439726,0.000007024979,0.0001671246,0.00001968765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401859,"about_ca_system_score_gemma":0.0001267894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000554187,"about_ca_topic_score_gemma":0.000009953523,"domain_scores_codex":[0.9971887,0.0005120951,0.0006683266,0.0004194995,0.0007407568,0.0004706028],"domain_scores_gemma":[0.9983593,0.0006795143,0.0002354171,0.0003975046,0.00009344098,0.0002348167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002093663,0.0004812235,0.8114854,0.001440073,0.0002294555,0.003068996,0.003422942,0.00001080416,0.01423547,0.008718593,0.1104447,0.04436871],"study_design_scores_gemma":[0.002399503,0.0009287047,0.576135,0.005385926,0.000139056,0.0008379188,0.001863557,0.0001055803,0.0001092188,0.0008181488,0.4109673,0.0003101309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5054176,0.0005559731,0.001749703,0.4914429,0.000003645905,0.0004776709,4.096633e-8,0.00006362636,0.0002887901],"genre_scores_gemma":[0.8797793,0.0003401201,0.001342266,0.1165783,0.0002994562,0.00003778744,0.00003630526,0.00004637167,0.001540009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3748646,"threshold_uncertainty_score":0.7384244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247299475223554,"score_gpt":0.2814451378836013,"score_spread":0.2489721431313657,"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."}}