{"id":"W2069342563","doi":"10.1097/01.aoa.0000367032.71900.c8","title":"A Randomized Study Comparing Skin Closure in Cesarean Sections: Staples Versus Subcuticular Sutures","year":2010,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Closure (psychology); Surgery; Wound closure; Skin to skin; Pediatrics; Wound healing; Law","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":[0.0005527891,0.0003192681,0.001051409,0.0004097436,0.0001497541,0.00008665258,0.0001916884,0.0001949174,0.0001212981],"category_scores_gemma":[0.001256082,0.0002322244,0.0003922755,0.001039697,0.0001653666,0.0001033858,0.00003517816,0.000669503,0.00003925995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006154406,"about_ca_system_score_gemma":0.0000822853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006021719,"about_ca_topic_score_gemma":0.0004310413,"domain_scores_codex":[0.9978253,0.0002541949,0.0005280343,0.0004644523,0.0004897217,0.0004382935],"domain_scores_gemma":[0.9971885,0.001876998,0.0001413911,0.000465227,0.0001012923,0.000226576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04633093,0.002387012,0.9421015,0.00006555794,0.0003122319,0.003281301,0.001770637,0.00005634427,0.0002226114,0.002260409,0.0001525203,0.001058993],"study_design_scores_gemma":[0.261863,0.0005302343,0.7181412,0.00007691287,0.0004207196,0.0003888944,0.00577695,0.0001386072,0.0004580165,0.00005077185,0.01169602,0.0004587064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935308,0.001334294,0.000001358835,0.0005701772,0.0003890484,0.001354669,8.005869e-7,0.0001197882,0.002699033],"genre_scores_gemma":[0.998943,0.0001001244,0.00008211321,0.00008858296,0.0002804475,0.0001018169,0.00002322187,0.00003923012,0.0003414107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239603,"threshold_uncertainty_score":0.9469836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247604865658524,"score_gpt":0.2801799977994787,"score_spread":0.2577039491428935,"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."}}