{"id":"W2614819725","doi":"10.1213/xaa.0000000000000567","title":"A Kinked Epidural Needle Tip Preventing Placement of an Epidural Catheter","year":2017,"lang":"en","type":"article","venue":"A & A Case Reports","topic":"Spinal Hematomas and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Epidural space; Medicine; Catheter; Surgery; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179834,0.0001188088,0.0002861106,0.00005308455,0.000243427,0.00002929055,0.00005441128,0.00004827756,0.0001012391],"category_scores_gemma":[0.0001529927,0.0000999292,0.0001448524,0.0000416687,0.00005663306,0.0001307018,0.00007834749,0.00009031778,0.0000066675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003549076,"about_ca_system_score_gemma":0.00008202512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007343646,"about_ca_topic_score_gemma":0.00007097756,"domain_scores_codex":[0.9988363,0.00002061199,0.0004789469,0.0002635969,0.0001913313,0.0002091629],"domain_scores_gemma":[0.9979362,0.00001883677,0.0005499476,0.001220515,0.0001158179,0.0001586552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0009077438,0.00744524,0.33123,0.001846967,0.001226068,0.5206831,0.007025407,0.00002927455,0.05249813,0.005286479,0.003359959,0.06846168],"study_design_scores_gemma":[0.001899035,0.001494762,0.1967029,0.0007971943,0.0006484443,0.7655416,0.0009099183,0.002245703,0.02165021,0.001168679,0.006439708,0.0005018968],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994811,0.0001108991,0.00009556551,0.0004136241,0.0001018081,0.0004251677,0.000002753094,0.00003801777,0.004001148],"genre_scores_gemma":[0.9969796,0.000002228451,0.001813238,0.0000851702,0.0001070261,0.00007219335,0.0000153134,0.00001760801,0.0009076464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2448585,"threshold_uncertainty_score":0.4074994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582057416685389,"score_gpt":0.358304358985406,"score_spread":0.3124837848185522,"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."}}