{"id":"W2016808331","doi":"10.3109/01443615.2014.910181","title":"A United Kingdom national survey of trends in ectopic pregnancy management","year":2014,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital","funders":"","keywords":"Medicine; Laparotomy; Ectopic pregnancy; Laparoscopy; General surgery; Pregnancy; Obstetrics; Surgery","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":[0.0007242807,0.0002252962,0.0003705609,0.001526898,0.0002508505,0.0005192385,0.0002986672,0.0003892542,0.003823652],"category_scores_gemma":[0.003519505,0.0002800582,0.0003191154,0.003921259,0.000185354,0.0004896937,0.0007618331,0.0004421772,0.0009919868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356545,"about_ca_system_score_gemma":0.001030618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09584665,"about_ca_topic_score_gemma":0.09633157,"domain_scores_codex":[0.9987378,0.0002495774,0.0003256919,0.0001688176,0.0003915268,0.0001265877],"domain_scores_gemma":[0.9954391,0.0004323724,0.002176631,0.0001830166,0.001277877,0.0004909619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006250682,0.00001814432,0.9750417,0.0003344357,0.00005818714,0.0001525969,0.0003765214,0.00004853763,0.0002553597,0.0000922262,0.01216329,0.01139643],"study_design_scores_gemma":[0.000002679676,0.00001858732,0.9956334,0.00005996273,0.000006752527,0.000216399,0.0001273663,0.00002316612,0.00001994956,0.000005305192,0.003883396,0.000002960947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914816,0.01354187,0.000490349,0.002418799,0.0001203238,0.0001535481,0.07396,0.00008881194,0.01774473],"genre_scores_gemma":[0.9563271,0.008663968,0.0007116432,0.001244754,0.0000510985,0.0001631772,0.02872185,0.00002050343,0.004095851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09584665,"threshold_uncertainty_score":0.1905775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.058627372198701,"score_gpt":0.3158157879695172,"score_spread":0.2571884157708162,"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."}}