{"id":"W2027176930","doi":"10.1097/aap.0000000000000217","title":"Confirmation of Loss-of-Resistance for Epidural Analgesia","year":2015,"lang":"en","type":"review","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Anesthesia; Resistance (ecology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00496473,0.0005973367,0.003826558,0.0005073055,0.0000515933,0.000004029734,0.0003649691,0.0003776928,0.00008104646],"category_scores_gemma":[0.000220275,0.0004148768,0.000751259,0.0006033838,0.0006773043,0.00005062062,0.000006798942,0.0002375579,0.00001246666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434842,"about_ca_system_score_gemma":0.0005709003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002572259,"about_ca_topic_score_gemma":0.000002564902,"domain_scores_codex":[0.9957353,0.000687915,0.001680471,0.0004897413,0.00103161,0.0003749906],"domain_scores_gemma":[0.9954342,0.001416227,0.001544118,0.0006749895,0.0006580011,0.0002724988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007986905,0.0004147629,0.0005163748,0.212492,0.00112835,0.0003627125,0.0004946175,0.000003156453,0.000002646434,0.0291059,0.5837507,0.1709301],"study_design_scores_gemma":[0.001132621,0.0007251104,0.0001489007,0.03957417,0.002527876,0.0003421785,0.0001493099,0.00004577541,7.320192e-7,0.0005535802,0.9544985,0.0003012145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002734912,0.961124,0.001946488,0.03417856,0.000008017122,0.002552821,6.226988e-7,0.0000454852,0.0001166559],"genre_scores_gemma":[0.00004577625,0.9817413,0.001529037,0.01170006,0.0005855816,0.0002462273,0.0009012894,0.00009358622,0.003157136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3707478,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.098907071359071,"score_gpt":0.3615673089389568,"score_spread":0.2626602375798858,"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."}}