{"id":"W2901540042","doi":"10.1016/j.jogc.2018.08.018","title":"Wound Disruption Following Caesarean Delivery in Women With Class III Obesity: A Retrospective Observational Study","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Ferring","keywords":"Medicine; Perioperative; Caesarean section; Incidence (geometry); Retrospective cohort study; Surgery; Surgical wound; Logistic regression; Cohort study; Body mass index; Wound care; Odds ratio; Obstetrics; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005186076,0.0001128689,0.0004393294,0.0002834862,0.000116621,0.00002047985,0.00005748166,0.00007430868,0.00004467195],"category_scores_gemma":[0.00107759,0.00008900296,0.00003283742,0.0004564757,0.000050593,0.0001154593,0.00002440402,0.0003318758,1.864088e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568603,"about_ca_system_score_gemma":0.001913832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01725274,"about_ca_topic_score_gemma":0.1146271,"domain_scores_codex":[0.99876,0.00005778459,0.0003782373,0.0001511059,0.0003997284,0.0002531208],"domain_scores_gemma":[0.9984267,0.0006631126,0.0002289297,0.00009806638,0.0004105251,0.0001726982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008340204,0.0001979071,0.9891936,0.000007696916,0.0001981472,0.004243547,0.0006960121,0.000004890557,0.00001127486,0.00001286651,0.0003092765,0.005041432],"study_design_scores_gemma":[0.003862126,0.001705023,0.9909453,0.00001677414,0.00006960907,0.00004010533,0.002529536,0.00005633568,0.000004006139,0.00004206432,0.0006378348,0.00009131717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962568,0.0003540044,0.000009595689,0.0002237176,0.002643971,0.000154629,0.000002412091,0.000003428195,0.0003514844],"genre_scores_gemma":[0.9992568,0.00001359977,0.00007563837,0.0003737754,0.0001089207,0.000003921988,0.000001087285,0.000009835043,0.0001564398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09737435,"threshold_uncertainty_score":0.9892915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095416211096089,"score_gpt":0.24750887071,"score_spread":0.2265547085990391,"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."}}