{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00161525,0.0007217127,0.0007069673,0.0005874203,0.0007230568,0.0009773336,0.0008702517,0.001321885,0.003470751],"category_scores_gemma":[0.003391369,0.000564343,0.001048957,0.001085455,0.0009010419,0.0009180983,0.0006187084,0.001197925,0.001440002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431466,"about_ca_system_score_gemma":0.00056851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602113,"about_ca_topic_score_gemma":0.001533508,"domain_scores_codex":[0.9956067,0.002135503,0.0007794171,0.0003659973,0.00057231,0.0005401014],"domain_scores_gemma":[0.99332,0.004035997,0.0005919796,0.0009404254,0.0009390023,0.0001726609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002076775,0.001631785,0.007833025,0.0007818651,0.0001046233,0.001959534,0.0007147572,0.0005662206,0.9801799,0.0005128518,0.0002190626,0.003419539],"study_design_scores_gemma":[0.0000793057,0.006836507,0.01647604,0.00007991886,0.0002080892,0.002655752,0.0006403626,0.001607468,0.9687094,0.0002309771,0.002444445,0.00003159796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806472,0.004457221,0.007553545,0.0002866891,0.0003416461,0.0003505331,0.0008428525,0.00004816225,0.005472187],"genre_scores_gemma":[0.9840699,0.003117401,0.008449502,0.0002639781,0.0002242689,0.000187358,0.001424543,0.00002698108,0.002236019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003470751,"threshold_uncertainty_score":0.01161081,"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."}}