{"id":"W3209780705","doi":"10.5812/aapm.119674","title":"Aminophylline for Prevention and/or Treatment of Post-Dural Puncture Headache: A Systematic Review and Meta-Analysis Study Protocol","year":2021,"lang":"en","type":"review","venue":"Anesthesiology and Pain Medicine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Medicine; Funnel plot; Aminophylline; Publication bias; Meta-analysis; MEDLINE; Cochrane Library; Protocol (science); Jadad scale; Blinding; Data extraction; CINAHL; Statistic; Forest plot; Intensive care medicine; Clinical trial; Alternative medicine; Internal medicine; Statistics; Psychological intervention; Psychiatry; Pathology","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":[0.001839884,0.0005844065,0.0134677,0.0002783164,0.00005598984,0.000003946126,0.00007501309,0.0003416018,0.0002480377],"category_scores_gemma":[0.000975683,0.0002428627,0.001103944,0.0003354605,0.0002232345,0.00002487578,0.00002607883,0.0001525112,6.1092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002003429,"about_ca_system_score_gemma":0.00009209301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000036052,"about_ca_topic_score_gemma":0.00005034189,"domain_scores_codex":[0.9952224,0.002321978,0.001482173,0.0006385907,0.0001268694,0.0002079584],"domain_scores_gemma":[0.9978979,0.0005345419,0.0007415796,0.0005064051,0.0001936166,0.0001259672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007867382,0.0005896199,0.00008332318,0.9039969,0.07742612,0.0002061668,0.0002538383,8.090402e-9,0.000001117034,0.00001957851,0.000245707,0.0170989],"study_design_scores_gemma":[0.001615472,0.03393973,0.0002520249,0.03853324,0.9090154,0.001029172,0.0002990532,0.000004125888,3.424825e-7,0.00001108676,0.0150967,0.0002036163],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005081602,0.8786418,0.0000308353,0.0009211877,0.000006422705,0.1203208,0.00001321225,0.00001149602,0.000003444823],"genre_scores_gemma":[0.00003363912,0.8693927,0.0001746579,0.002004371,0.00005404733,0.1261503,0.0003855473,0.00002486406,0.001779863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8654637,"threshold_uncertainty_score":0.9903654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607278506702683,"score_gpt":0.4530340120284211,"score_spread":0.2923061613581528,"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."}}