{"id":"W2071347783","doi":"10.1046/j.1523-536x.2003.00238.x","title":"The Push Against Vaginal Birth","year":2003,"lang":"en","type":"review","venue":"Birth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaginal birth; Obstetrics; Vaginal infections; Medicine; Pregnancy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002157827,0.0005626626,0.001414808,0.0001484949,0.0002044748,0.00005602252,0.0003020344,0.0002607939,0.000149729],"category_scores_gemma":[0.000100732,0.0003102299,0.0005908875,0.0004379538,0.0001423094,0.00003401707,0.0000609663,0.0004908222,0.001719356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445799,"about_ca_system_score_gemma":0.00077182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009440075,"about_ca_topic_score_gemma":0.0000229163,"domain_scores_codex":[0.9978417,0.0001618159,0.000516701,0.0004980625,0.0004253854,0.0005563593],"domain_scores_gemma":[0.9983033,0.000140765,0.0002611063,0.001017996,0.0000592482,0.0002176027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001056212,0.0001355617,0.00007679558,0.004472526,0.0004976801,0.0001522121,0.00001491221,4.694063e-8,5.052194e-8,0.0001287406,0.01824351,0.9762674],"study_design_scores_gemma":[0.0008927768,0.0001152546,0.00002863235,0.003220709,0.0007731696,0.0001821853,0.00001268918,9.750952e-7,1.427312e-7,0.00003568794,0.9944732,0.000264601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001087032,0.959234,0.000005360101,0.0001283157,0.0005068755,0.001154596,0.00005398492,0.0001103412,0.03879563],"genre_scores_gemma":[0.000001819956,0.9527094,0.0001832974,0.0003951249,0.0001767278,0.0001974253,0.0001427845,0.0001168051,0.04607667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9762297,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692477553136678,"score_gpt":0.3233771984965642,"score_spread":0.2864524229651974,"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."}}