{"id":"W4396224809","doi":"10.4103/njcp.njcp_767_23","title":"Prediction of Intraperitoneal Adhesions in Repeated Cesarean Deliveries with Stria Gravidarum Scoring System: A Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"Nigerian Journal of Clinical Practice","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Cross-sectional study; Gynecology; Pathology","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":[0.004568975,0.0001932121,0.0007610705,0.0003048447,0.0001201688,0.0001074434,0.0001474631,0.0001704862,0.00007853263],"category_scores_gemma":[0.006324597,0.0001350693,0.0002573305,0.0005940212,0.0002115027,0.0007745656,0.00004129677,0.00152415,0.00001116617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168953,"about_ca_system_score_gemma":0.0009128279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345257,"about_ca_topic_score_gemma":0.00004788897,"domain_scores_codex":[0.9952523,0.0006118873,0.002743041,0.0003236508,0.0008401505,0.0002290137],"domain_scores_gemma":[0.9948886,0.002498141,0.0008667964,0.000232844,0.00122676,0.0002868262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01461453,0.001864113,0.9728357,0.0003817731,0.0005388344,0.004876746,0.0008680177,0.00008381675,0.002101514,0.0001666177,0.0001204286,0.001547885],"study_design_scores_gemma":[0.003030883,0.01297144,0.9645599,0.002365241,0.0005360241,0.008167087,0.00570193,0.0004638178,0.0003210772,0.00002480111,0.001726448,0.0001313691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953085,0.0002953977,0.0001968387,0.0007215278,0.001734725,0.0003993923,0.00003505735,0.00004922726,0.001259309],"genre_scores_gemma":[0.9959492,0.00006859229,0.002568036,0.00006115612,0.001207539,0.000007740009,0.000007326896,0.00002784057,0.0001025348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158364,"threshold_uncertainty_score":0.7571589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122551155120585,"score_gpt":0.4276765369868379,"score_spread":0.3154214214747794,"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."}}