{"id":"W2804563672","doi":"10.5935/2595-0118.20180030","title":"Characterization of pain resulting from perineal trauma in women with vaginal delivery","year":2018,"lang":"en","type":"article","venue":"Brazilian Journal Of Pain","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaginal delivery; Obstetrics; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.005238696,0.0001263057,0.0004079343,0.0003133332,0.00003475217,0.0000127254,0.0001808714,0.0001122235,0.0004069771],"category_scores_gemma":[0.002684077,0.00009532161,0.00004918168,0.0003946193,0.0002250994,0.0001681608,0.00002658765,0.0005891671,0.000007156712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192241,"about_ca_system_score_gemma":0.0004222288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003927356,"about_ca_topic_score_gemma":0.00002857842,"domain_scores_codex":[0.9974463,0.000656168,0.0006686668,0.0001628991,0.0007026809,0.0003633096],"domain_scores_gemma":[0.9983315,0.000406619,0.000343882,0.0001823309,0.0003813323,0.0003543605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006332134,0.0003270831,0.03426299,0.0001482499,0.0001458144,0.0008003822,0.005934732,0.000002620713,0.3102028,0.000004862568,0.0001941849,0.6416442],"study_design_scores_gemma":[0.01503572,0.01290444,0.8961739,0.02592284,0.0000831898,0.0001909044,0.003445323,0.005776783,0.03602182,0.0001877592,0.003902624,0.000354701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942319,0.0002431826,0.004035812,0.001013339,0.00005802352,0.0001650974,0.000008644708,0.000008939603,0.0002350923],"genre_scores_gemma":[0.9969286,0.000124776,0.001995709,0.0003942734,0.0003969701,0.000003803834,0.000009246729,0.00002264542,0.0001239355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8619109,"threshold_uncertainty_score":0.4456114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148022890351131,"score_gpt":0.2772012924195121,"score_spread":0.262399003384399,"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."}}