{"id":"W2886131289","doi":"10.1016/j.jogc.2017.12.002","title":"The Sustained Value of an Early Pregnancy Assessment Clinic in the Management of Early Pregnancy Complications: A 10-Year Retrospective Study","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; North York General Hospital","funders":"","keywords":"Retrospective cohort study; Medicine; Pregnancy; Obstetrics; Gynecology; Surgery","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":[0.0006512787,0.0001183522,0.0003885706,0.0001522976,0.0001215575,0.00001940011,0.00034976,0.00004894615,0.00004744574],"category_scores_gemma":[0.0004057034,0.00007191386,0.00007225796,0.0004773152,0.0001275428,0.00007065932,0.00009421261,0.0002321755,2.47477e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096795,"about_ca_system_score_gemma":0.0004465931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959621,"about_ca_topic_score_gemma":0.00922404,"domain_scores_codex":[0.9981501,0.0001959633,0.0007802162,0.0001741975,0.0004858339,0.0002137168],"domain_scores_gemma":[0.9975143,0.0007668785,0.0006829321,0.0004236977,0.0005415921,0.00007057796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001980341,0.00125273,0.9561256,0.0001377676,0.0006003919,0.0004222453,0.0008396499,0.000002228866,0.000001028776,0.008119592,0.0002879646,0.032191],"study_design_scores_gemma":[0.002906408,0.004775221,0.9859731,0.000225552,0.0002565097,0.000003250225,0.004747114,0.00001835062,0.000004162292,0.0007653406,0.0002634121,0.00006159226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987686,0.003875023,0.00003847269,0.0004937384,0.001002835,0.001255852,0.000006249444,0.000002273107,0.00563954],"genre_scores_gemma":[0.9983806,0.0006721342,0.000507334,0.00006785288,0.00001408662,0.00004267378,9.20079e-7,0.000008255206,0.0003061566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0321294,"threshold_uncertainty_score":0.5985789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927265220871487,"score_gpt":0.3075160704638118,"score_spread":0.2882434182550969,"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."}}