{"id":"W2319983630","doi":"10.1097/01.aoa.0000443411.08315.c3","title":"Postpartum Workup of Postdural Puncture Headache Leads to Diagnosis and Surgical Treatment of Thoracic Pseudomeningocele","year":2014,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Login; Medical emergency; Internet privacy; Computer security; Computer science","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":[0.0002008547,0.0002711626,0.001058806,0.0002616324,0.00004869296,0.00000920884,0.00009136802,0.0002335249,0.0000889638],"category_scores_gemma":[0.0003089317,0.0001819485,0.0001841023,0.0007527725,0.000169373,0.00004449865,0.00002253399,0.000117417,0.00002437688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008970655,"about_ca_system_score_gemma":0.00007889533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005030819,"about_ca_topic_score_gemma":0.000003568499,"domain_scores_codex":[0.998312,0.0001532222,0.0004822674,0.0003601198,0.0003077033,0.0003846811],"domain_scores_gemma":[0.9972997,0.001684811,0.0001400818,0.0003367551,0.0001195352,0.0004190707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008609246,0.001189377,0.9532477,0.0001615594,0.00005065378,0.000622399,0.0004193169,0.000005580023,0.0007602649,0.0003785418,0.0002064755,0.04209722],"study_design_scores_gemma":[0.002954999,0.01324761,0.7834798,0.0003102259,0.0003265443,0.001916378,0.0001277603,0.00004061132,0.01715946,0.0000237391,0.1800507,0.0003622407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990349,0.00203871,0.000002955477,0.005397576,0.00004494156,0.000464358,0.00000338676,0.00003710556,0.001661999],"genre_scores_gemma":[0.9978427,0.0005152512,0.0003043709,0.0002672826,0.0001226717,0.00005255401,0.00002181761,0.00002920513,0.0008441029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1798442,"threshold_uncertainty_score":0.7419645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195578248884702,"score_gpt":0.3037625279277675,"score_spread":0.2818067454389205,"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."}}