{"id":"W4412477217","doi":"10.3138/cjms-2025-0007","title":"The Sonographic Spectrum of Ectopic Pregnancy","year":2025,"lang":"en","type":"article","venue":"The Canadian journal of medical sonography.","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michener Institute","funders":"","keywords":"Ectopic pregnancy; Obstetrics; Spectrum (functional analysis); Medicine; Pregnancy; Physics; Biology","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":[0.001132029,0.0001447073,0.0003672301,0.0004648633,0.0003787917,0.00005994479,0.000779916,0.0001417523,0.0002137385],"category_scores_gemma":[0.0002096249,0.00007688337,0.0004818806,0.0008334989,0.0006094368,0.00004401643,0.00004504514,0.0006215231,0.000002810206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005153954,"about_ca_system_score_gemma":0.001374539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004130185,"about_ca_topic_score_gemma":0.1170759,"domain_scores_codex":[0.9979395,0.0001068362,0.0006768648,0.0001313206,0.0007185281,0.0004269154],"domain_scores_gemma":[0.9983563,0.0002747524,0.0002735791,0.0004309622,0.0001268803,0.0005374554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006576855,0.0002457438,0.504807,0.0003535451,0.001635641,0.0005522396,0.0005241663,0.000003735656,0.000005951105,0.09539323,0.04610505,0.3503079],"study_design_scores_gemma":[0.002501271,0.0005231799,0.5854576,0.005877357,0.0004837941,0.0001508593,0.0004744267,0.00008605026,0.00009950745,0.01750986,0.386673,0.0001630747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3216777,0.2100173,0.004354379,0.3888024,0.007401484,0.002236197,0.00001371385,0.00005426821,0.0654426],"genre_scores_gemma":[0.9939989,0.003814061,0.00007161773,0.001470148,0.0001748084,0.00001434103,7.745217e-7,0.000008881111,0.0004464277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6723213,"threshold_uncertainty_score":0.8990351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099992801489712,"score_gpt":0.265939978024672,"score_spread":0.2549400500097749,"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."}}