{"id":"W2487150936","doi":"10.1016/j.jogc.2016.06.007","title":"Adhesion Assessment at First Repeat Caesarean Section With or Without Prior Adhesion Barrier Use","year":2016,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sanofi Genzyme","keywords":"Medicine; Adhesion; Demographics; Caesarean section; Fascia; Prospective cohort study; Surgery; Obstetrics; Pregnancy; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000255,0.0001830652,0.0004425649,0.000199895,0.0003000352,0.00001950452,0.00007276151,0.000132873,0.0006676918],"category_scores_gemma":[0.002503967,0.00008793374,0.0000600962,0.0002333355,0.00007669096,0.0001559014,0.00005140514,0.0002840828,0.000001176721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949841,"about_ca_system_score_gemma":0.001932382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0114539,"about_ca_topic_score_gemma":0.1193729,"domain_scores_codex":[0.9985533,0.0000598919,0.0004584595,0.0002059106,0.0004498321,0.0002725911],"domain_scores_gemma":[0.9964091,0.002044063,0.0003835168,0.0001667279,0.0005776709,0.0004189849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003104374,0.00009844735,0.9735597,0.00006447453,0.00008508365,0.004472272,0.00006106628,0.000003027435,0.00172421,0.0000120342,0.004471366,0.01513788],"study_design_scores_gemma":[0.003776563,0.004784941,0.9021276,0.0001568399,0.0002153881,0.002433809,0.000130339,0.00004879246,0.001264765,0.000007583808,0.0848692,0.000184133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947906,0.0002513145,0.00004759766,0.001156119,0.003191938,0.0001966032,0.00001852023,0.000008120196,0.0003392179],"genre_scores_gemma":[0.9927727,0.0001835862,0.001472976,0.0005280535,0.0001001578,0.000004170965,0.000002379776,0.00002085324,0.004915095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107919,"threshold_uncertainty_score":0.9951289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009371054062,"score_gpt":0.2554189869498289,"score_spread":0.2353252764092089,"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."}}