{"id":"W4399580696","doi":"10.48036/apims.v20i3.1081","title":"Ectopic Pregnancy: An Analysis of Prevalence and Clinical Magnitude","year":2024,"lang":"en","type":"article","venue":"Annals of PIMS-Shaheed Zulfiqar Ali Bhutto Medical University","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua","funders":"","keywords":"Ectopic pregnancy; Medicine; Obstetrics; Pregnancy; Asymptomatic; Retrospective cohort study; Family history; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008003807,0.000178108,0.0007533702,0.0004645394,0.00004546047,0.0000119717,0.0003122647,0.000221052,0.001048289],"category_scores_gemma":[0.0004876414,0.0001588977,0.0004210353,0.0007889682,0.0004154132,0.0001861355,0.000252484,0.0002736757,0.000005703976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002216018,"about_ca_system_score_gemma":0.0001826528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002661876,"about_ca_topic_score_gemma":0.0001946844,"domain_scores_codex":[0.9977884,0.000200551,0.0005293993,0.0005395022,0.0006728911,0.0002693023],"domain_scores_gemma":[0.998273,0.0004144904,0.0001358194,0.0005009162,0.000200087,0.0004757119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003347137,0.002748831,0.7915121,0.004969866,0.009263637,0.001757032,0.001078059,0.000008125676,0.0001466264,0.02957057,0.004477266,0.1541331],"study_design_scores_gemma":[0.001277933,0.001080595,0.9743969,0.004036183,0.005111563,0.000008079635,0.0002638639,0.00388397,0.0003943985,0.0003002138,0.009005562,0.00024075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860101,0.005203138,0.0008396904,0.003350436,0.0002090793,0.0003785529,0.00006880669,0.00008982397,0.003850362],"genre_scores_gemma":[0.9793162,0.01840798,0.0003377058,0.0005118739,0.00006774347,0.000001391483,0.00003719615,0.0000116176,0.001308333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828847,"threshold_uncertainty_score":0.9998649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0715149403175078,"score_gpt":0.3840079749974956,"score_spread":0.3124930346799878,"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."}}