{"id":"W2570636639","doi":"10.1016/j.jclinane.2016.10.037","title":"The effect of second-stage pushing and body mass index on postdural puncture headache","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Anesthesia; Body mass index; Internal medicine","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":[0.0003857998,0.0004973412,0.0009999408,0.0002594228,0.0003295791,0.0004096272,0.0003594084,0.0006424721,0.002600933],"category_scores_gemma":[0.003306487,0.0002087447,0.0008634395,0.0002843295,0.0003904209,0.0005278141,0.0003077492,0.001184681,0.0002326618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366834,"about_ca_system_score_gemma":0.0005618318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874598,"about_ca_topic_score_gemma":0.002730033,"domain_scores_codex":[0.9996805,0.0001061687,0.00002373688,0.00004031746,0.00005228405,0.00009694835],"domain_scores_gemma":[0.9978606,0.001302603,0.0001694694,0.00008592993,0.0000587974,0.0005225302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7118025,0.02315007,0.1450199,0.0006069121,0.002030731,0.001889736,0.0006300505,0.0007119038,0.01860659,0.0002061378,0.0008446508,0.09450082],"study_design_scores_gemma":[0.004917304,0.09054769,0.8984064,0.00004489219,0.001179811,0.0004621317,0.0003953538,0.0008912388,0.001908022,0.0001338966,0.001062611,0.00005056857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977176,0.001099422,0.00003527323,0.00008387573,0.00008100655,0.00001490488,0.0000762303,0.000007552229,0.0008841867],"genre_scores_gemma":[0.9984891,0.0004356729,0.00006307435,0.00006196638,0.0001207924,0.0000167606,0.0001052864,0.000003531059,0.0007037955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002600933,"threshold_uncertainty_score":0.008701026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040851708003894,"score_gpt":0.3624917581628699,"score_spread":0.332083241082831,"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."}}