{"id":"W4385725518","doi":"10.1097/aog.0000000000005316","title":"Management of a Retained Broken Suture Needle During Cerclage Placement","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Medicine; Cervical cerclage; Fibrous joint; Surgery; Pregnancy; Gestation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004314641,0.0005919726,0.0004670691,0.001165417,0.001132964,0.0009502138,0.0008580278,0.002534483,0.001190368],"category_scores_gemma":[0.007209068,0.0003708409,0.0005813341,0.0005295388,0.0008235972,0.001071707,0.0006400708,0.001795522,0.0004540113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968366,"about_ca_system_score_gemma":0.000913337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009438099,"about_ca_topic_score_gemma":0.001165117,"domain_scores_codex":[0.9993249,0.0001285299,0.00009396637,0.00008151631,0.0001845605,0.0001865173],"domain_scores_gemma":[0.9970203,0.0007387225,0.001349439,0.0001876525,0.0001265392,0.000577307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001272475,0.00003827203,0.03521669,0.00008927022,0.00001688107,0.9489799,0.0003372766,0.0002026541,0.003092611,0.0002610818,0.0004595756,0.01117861],"study_design_scores_gemma":[0.000007184563,0.0001810677,0.004708368,0.0000517413,0.00001314682,0.9915112,0.0001939682,0.0004050273,0.001997713,0.0001447448,0.0007792671,0.000006531484],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656382,0.01011436,0.01225577,0.004610491,0.0003725553,0.0001320195,0.00009435433,0.0002706324,0.006511738],"genre_scores_gemma":[0.9941353,0.001537068,0.002729147,0.0006460967,0.0002087778,0.00001665952,0.00004661973,0.00002275649,0.0006575903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002534483,"threshold_uncertainty_score":0.005781531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387908590634035,"score_gpt":0.2540470116366903,"score_spread":0.24016792573035,"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."}}