{"id":"W1990669050","doi":"10.1016/j.ajog.2009.01.019","title":"A randomized study comparing skin closure in cesarean sections: staples vs subcuticular sutures","year":2009,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Surgery; Randomized controlled trial; Patient satisfaction; Anesthesia; Pain score; Elective cesarean section; Pregnancy","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":[0.0006920577,0.0001542172,0.001309435,0.0004771546,0.00006389495,0.00002724336,0.00008997943,0.00005619691,0.0000230746],"category_scores_gemma":[0.004266525,0.0001046708,0.0002482765,0.0006862711,0.0001988375,0.00005550271,0.00002236022,0.0004120063,6.488803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000070781,"about_ca_system_score_gemma":0.00007397831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006903296,"about_ca_topic_score_gemma":0.0000283902,"domain_scores_codex":[0.9983367,0.000370691,0.0006460104,0.0001680155,0.0002285563,0.0002499762],"domain_scores_gemma":[0.994835,0.004283343,0.0004271375,0.0001136125,0.0001622592,0.000178704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02241997,0.0021756,0.9104299,0.00002013,0.0005678699,0.002676707,0.002880107,0.0002213362,0.00007477699,0.0006369197,0.000159398,0.05773732],"study_design_scores_gemma":[0.1156168,0.006917099,0.8644054,0.0000476901,0.0003200444,0.0004083602,0.009383741,0.000149103,0.00003570162,0.0003614349,0.002186492,0.0001681943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939042,0.004013838,0.0000244335,0.001221956,0.0003288396,0.0003127531,7.509113e-7,0.00000752476,0.0001856601],"genre_scores_gemma":[0.9978914,0.001202994,0.0002842005,0.0005012314,0.00008240066,0.000003020512,0.000001198012,0.000008141991,0.00002539482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09319678,"threshold_uncertainty_score":0.5107737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386671830594617,"score_gpt":0.2824381877950603,"score_spread":0.2685714694891141,"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."}}