{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004035573,0.001019959,0.001648879,0.002668436,0.000394172,0.0006408775,0.0005173864,0.0007385933,0.006212672],"category_scores_gemma":[0.001387151,0.0002811768,0.0006912418,0.00212343,0.0005322534,0.000864007,0.0009253849,0.00110368,0.001193448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278212,"about_ca_system_score_gemma":0.001623563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616598,"about_ca_topic_score_gemma":0.004131725,"domain_scores_codex":[0.9997455,0.00004902826,0.00004212038,0.00007062122,0.00006315317,0.000029577],"domain_scores_gemma":[0.9994542,0.000232861,0.0001790705,0.00001779073,0.00004391271,0.0000720935],"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":[0.0002060932,0.00008086496,0.002073033,0.01399463,0.0001963978,0.001401648,0.00005269581,0.0001310459,0.00100444,0.0003506636,0.01415901,0.9663495],"study_design_scores_gemma":[0.0007703751,0.001683696,0.05129858,0.03060161,0.002617247,0.06632718,0.0005496843,0.0003593037,0.002420676,0.001355989,0.8418786,0.0001370939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001672737,0.9944068,0.0002227449,0.0002522113,0.0003361449,0.00001336877,0.0000223948,0.00001969989,0.003053867],"genre_scores_gemma":[0.01188264,0.9833371,0.0006667257,0.0008759974,0.0006501577,0.00002501052,0.0001757447,0.000005117977,0.002381542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006212672,"threshold_uncertainty_score":0.02078348,"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."}}