{"id":"W2115344073","doi":"10.1016/s1701-2163(15)30764-7","title":"Cervical Insufficiency and Cervical Cerclage","year":2013,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"Congress of Aboriginal Peoples; Saskatoon Medical Imaging; Manitoba Beekeepers' Association; Alberta Bible College; The Society of Obstetricians and Gynaecologists of Canada","funders":"","keywords":"Medicine; Cervical cerclage; Guideline; Cervical insufficiency; MEDLINE; Cochrane Library; CINAHL; Randomized controlled trial; Specialty; Observational study; Evidence-based medicine; Systematic review; Intensive care medicine; Pregnancy; Gynecology; Family medicine; Surgery; Alternative medicine; Gestation; Cervix; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009620374,0.000101456,0.0003116291,0.0001427143,0.00007502603,0.00002597709,0.00007598534,0.0001249273,0.000773691],"category_scores_gemma":[0.001214428,0.00007762091,0.00003682719,0.0001858738,0.00007806236,0.00008259047,0.00004715065,0.0003630926,0.000001637282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350542,"about_ca_system_score_gemma":0.0007954194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008020507,"about_ca_topic_score_gemma":0.003968269,"domain_scores_codex":[0.9990269,0.00003147967,0.0003459175,0.0001121669,0.0002473392,0.000236211],"domain_scores_gemma":[0.9983804,0.000666082,0.0001453463,0.00008709529,0.000247154,0.0004739291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000948579,0.0001952838,0.758629,0.0001339494,0.00009782865,0.003493026,0.0001544533,0.000001284874,0.00008364903,0.0004249914,0.007963987,0.2288131],"study_design_scores_gemma":[0.00153064,0.0007469273,0.982101,0.000005568809,0.00005045305,0.0005348407,0.0001753891,0.0001101835,0.00002301532,0.0002013309,0.01443589,0.00008476796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874154,0.004996645,0.00001501502,0.001945406,0.002629398,0.00009794176,0.000005080816,0.000003464876,0.002891678],"genre_scores_gemma":[0.9976399,0.000399316,0.0002829671,0.001499253,0.00004699089,0.000001551023,0.000001281345,0.000007417889,0.0001213169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287283,"threshold_uncertainty_score":0.9985852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007934681174846041,"score_gpt":0.2107854011716632,"score_spread":0.2028507199968171,"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."}}