{"id":"W6958382231","doi":"10.6084/m9.figshare.20056738","title":"Additional file 1 of Selective versus routine use of episiotomy for vaginal births in Shanghai hospitals, China: a comparison of policies","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Saskatchewan Health Authority","funders":"","keywords":"Episiotomy; MEDLINE; Pregnancy; Incidence (geometry); Vaginal birth","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001338241,0.0006033289,0.0007315435,0.002710715,0.0007710331,0.0006180792,0.0009915956,0.0005479042,0.6084533],"category_scores_gemma":[0.0192639,0.0003638682,0.0007584507,0.006484588,0.000221545,0.001177267,0.0007075823,0.0006600809,0.03194287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291156,"about_ca_system_score_gemma":0.002885967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02955267,"about_ca_topic_score_gemma":0.03099342,"domain_scores_codex":[0.9987078,0.0002954947,0.0003226916,0.000207412,0.0002183926,0.0002483613],"domain_scores_gemma":[0.9868101,0.006498409,0.002818249,0.0007594563,0.002395746,0.0007180852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001038074,0.0002088182,0.0291877,0.002931501,0.0001257334,0.00008311612,0.0002077228,0.0004195074,0.00008222632,0.001420552,0.9482479,0.01604708],"study_design_scores_gemma":[0.007036977,0.0009660746,0.5414366,0.005789219,0.00068117,0.000555791,0.003528292,0.002670016,0.0006536968,0.005277157,0.4311889,0.0002161112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002693573,0.0000503007,0.0001080854,0.0001635716,0.00002511123,0.0001695827,0.9944479,0.00006096476,0.002280807],"genre_scores_gemma":[0.07843857,0.0004179289,0.001584447,0.0008878913,0.0001635968,0.003901041,0.8947917,0.0001877127,0.01962705],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6084533,"threshold_uncertainty_score":0.5584939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389360142245701,"score_gpt":0.3106854007137528,"score_spread":0.2667917992912958,"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."}}