{"id":"W4313854857","doi":"10.1155/2023/8782854","title":"Comparison of Pregnancy Outcomes of History‐Indicated and Ultrasound‐Indicated Cervical Cerclage: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Cervical cerclage; Miscarriage; Obstetrics; Retrospective cohort study; Cervical insufficiency; Pregnancy; Exact test; Gynecology; Cohort study; Gestational age; Cervix; Surgery; Internal medicine","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":[0.002716436,0.0004002807,0.0007071266,0.001289611,0.0005820037,0.0007270063,0.0006614557,0.0006895744,0.001094102],"category_scores_gemma":[0.005362218,0.0007861875,0.0009438283,0.001610242,0.0004464358,0.0008583557,0.000664479,0.0006851482,0.0002004765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547162,"about_ca_system_score_gemma":0.0006560417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00579423,"about_ca_topic_score_gemma":0.004855051,"domain_scores_codex":[0.9979777,0.000434338,0.0003505923,0.0006156554,0.000369076,0.0002527361],"domain_scores_gemma":[0.9965085,0.0008951926,0.001538174,0.0003893481,0.0003194525,0.0003493323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000327352,0.00004978698,0.9986846,0.00002142504,0.0001243976,0.0001155658,0.0001006958,0.0000148743,0.00007203784,0.00001383695,0.00003733196,0.00043796],"study_design_scores_gemma":[0.00004686838,0.0006320773,0.9974152,0.0000297509,0.0001644484,0.0007055418,0.0005444842,0.0001767049,0.00005948911,0.00002378629,0.0001902209,0.00001142201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988809,0.0003814495,0.0001052022,0.00001694941,0.000007805818,0.00004508891,0.0004010344,0.000001810316,0.0001596699],"genre_scores_gemma":[0.9989945,0.0002559455,0.0001106415,0.00002574488,0.000007826512,0.00005769051,0.0004747436,0.000002806541,0.0000700319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00579423,"threshold_uncertainty_score":0.01436609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0920029064330588,"score_gpt":0.4306730300311632,"score_spread":0.3386701235981044,"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."}}