{"id":"W4399881458","doi":"10.1097/ogx.0000000000001287","title":"Development of a Single-Visit Protocol for the Management of Pregnancy of Unknown Location Following In Vitro Fertilization: A Retrospective Study","year":2024,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Pregnancy; In vitro fertilisation; Ectopic pregnancy; Hum; Pregnancy test; Obstetrics; Gynecology; Retrospective cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007173383,0.0001411361,0.0004706885,0.0001388996,0.00003739369,0.00001139514,0.0001639897,0.00007313707,0.00003612411],"category_scores_gemma":[0.00124237,0.00008672005,0.0001249905,0.001355255,0.00003928006,0.00004246734,0.0001470695,0.00009448061,0.000001086149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253667,"about_ca_system_score_gemma":0.00006230866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945696,"about_ca_topic_score_gemma":0.00005165553,"domain_scores_codex":[0.9981487,0.0001322679,0.0007906999,0.0003397237,0.0003950134,0.000193554],"domain_scores_gemma":[0.9980236,0.001357559,0.0001476828,0.0002468962,0.0001852578,0.00003901951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310844,0.01989108,0.523302,0.007945076,0.002028469,0.0001595552,0.002371494,0.0001135929,0.001734374,0.004373291,0.0001171521,0.4366531],"study_design_scores_gemma":[0.002284775,0.0009588721,0.9915354,0.001546509,0.0001163548,1.961628e-7,0.0002725781,0.0003688678,0.002139932,0.00009206613,0.000592792,0.00009164557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5603399,0.003506172,0.03001803,0.0002898522,0.0008342129,0.4017023,0.00001867562,0.0001389543,0.003151901],"genre_scores_gemma":[0.9390923,0.000008173729,0.002980898,0.00001088304,0.000006057324,0.05772099,0.00001009968,0.00001014137,0.0001604099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4682334,"threshold_uncertainty_score":0.3536341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0939335685819146,"score_gpt":0.3587068880523452,"score_spread":0.2647733194704306,"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."}}