{"id":"W2093049408","doi":"10.1016/j.ogc.2004.05.001","title":"Laparoscopic abdominal cerclage","year":2004,"lang":"en","type":"review","venue":"Obstetrics and Gynecology Clinics of North America","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Laparotomy; Cervical cerclage; Laparoscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001378356,0.0004771699,0.003355642,0.0004563022,0.00008889397,0.00001626557,0.0002607991,0.000595229,0.0001118373],"category_scores_gemma":[0.004920924,0.0004059304,0.0006086674,0.0008305245,0.0005608342,0.00004674445,0.0001713513,0.0009054365,0.00007419928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336107,"about_ca_system_score_gemma":0.00118859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125421,"about_ca_topic_score_gemma":0.00001134946,"domain_scores_codex":[0.9972886,0.0001123635,0.001262788,0.0006086613,0.0002465436,0.0004810215],"domain_scores_gemma":[0.9922269,0.005606208,0.001010109,0.0006142476,0.0001604469,0.0003820683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001119792,0.0001765709,0.002210055,0.01177181,0.0002079332,0.0002306275,0.0000195928,2.235326e-7,9.247421e-9,0.00001931052,0.0001787444,0.9851739],"study_design_scores_gemma":[0.001332813,0.001700927,0.001656174,0.00255869,0.0017761,0.00009583183,0.000008566374,0.000003078856,7.26565e-8,0.00004928647,0.9904977,0.0003207246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001030229,0.9953701,0.00001638757,0.00004559973,0.001374692,0.0007045968,0.000224603,0.00003561212,0.001198135],"genre_scores_gemma":[0.0004574679,0.9971507,0.001117034,0.0002829985,0.0001047752,0.00004800733,0.0003743221,0.00005665087,0.0004080257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990319,"threshold_uncertainty_score":0.9998392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125492867510284,"score_gpt":0.3338514171286494,"score_spread":0.3025964884535465,"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."}}