{"id":"W2001863915","doi":"10.1097/00000542-200201000-00111","title":"IN VITRO INVESTIGATION:DURAL TRAUMA PATERNS,CSF LEAK AND EPIDURAL NEEDLE PUNCTURE ","year":2002,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Leak; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005180947,0.0001147288,0.0002413545,0.00006710506,0.00005035625,0.000008450381,0.00006088431,0.0001115862,0.0001880809],"category_scores_gemma":[0.00005784874,0.00008489976,0.00003977141,0.0001269854,0.0001404575,0.0000614142,0.00001812923,0.0001917613,0.00006381808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208918,"about_ca_system_score_gemma":0.00000762151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004409923,"about_ca_topic_score_gemma":0.000008655058,"domain_scores_codex":[0.9992352,0.00005543365,0.0002008875,0.0002458777,0.00006029493,0.0002023315],"domain_scores_gemma":[0.9995634,0.00008210796,0.00004013628,0.000176794,0.00002490448,0.0001126538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001076997,0.0007151078,0.659795,0.0003520981,0.0000629955,0.001742689,0.003823466,0.00002635115,0.2520872,0.007064351,0.02650688,0.04674686],"study_design_scores_gemma":[0.001134169,0.0003911967,0.9666934,0.00002151369,0.00002277088,0.002132148,0.00007501789,0.0004431418,0.003768706,0.004079399,0.02107778,0.0001607558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829864,0.000526841,0.000002017975,0.01544911,0.00003392015,0.0001637372,0.000001216282,0.00003593705,0.0008008006],"genre_scores_gemma":[0.9876708,0.00006831202,0.0001181653,0.01106685,0.00009928404,0.00002935041,0.00001833159,0.00001120958,0.0009176562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3068984,"threshold_uncertainty_score":0.3462112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565411110874902,"score_gpt":0.2490456834827791,"score_spread":0.2133915723740301,"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."}}