{"id":"W4386153251","doi":"10.1177/08465371231185292","title":"Canadian Association of Radiologists Obstetrics and Gynecology Diagnostic Imaging Referral Guideline","year":2023,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; Centre Hospitalier Universitaire Sainte-Justine; North York General Hospital; Dalhousie University","funders":"Canadian Medical Association","keywords":"Medicine; Obstetrics and gynaecology; Guideline; Obstetrics; Referral; Pelvic pain; Gynecology; Grading (engineering); Medical physics; Pregnancy; Family medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002467131,0.0001714731,0.000589339,0.0009883347,0.0001757698,0.00003082308,0.0001738179,0.000290174,0.0001185086],"category_scores_gemma":[0.05264205,0.0001681758,0.0001390567,0.000552032,0.0000581666,0.0001022653,0.00002976225,0.0003898575,0.000013631],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006723255,"about_ca_system_score_gemma":0.001520524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0905821,"about_ca_topic_score_gemma":0.4218008,"domain_scores_codex":[0.9976383,0.000253482,0.00084465,0.000237229,0.000312949,0.0007133468],"domain_scores_gemma":[0.9945847,0.003024471,0.0009278853,0.0001963173,0.0006072659,0.0006593873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003119492,0.00001337943,0.7931968,0.00002972083,0.0001716215,0.0001966532,0.0001202966,0.00007607039,0.00003237705,0.000430093,0.1970375,0.008692361],"study_design_scores_gemma":[0.001456581,0.0001458415,0.9035649,0.0001109752,0.0001644354,0.00007062409,0.0001957565,0.0003932756,0.00002370032,0.0005457186,0.09317026,0.0001579885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942624,0.005090388,0.0001868155,0.08319163,0.00489923,0.00107178,0.000376941,0.0001007583,0.01082003],"genre_scores_gemma":[0.9896287,0.005667087,0.0003981951,0.001591544,0.0002250442,0.00001387612,0.0001358692,0.00001892502,0.002320808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3312187,"threshold_uncertainty_score":0.9970897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930629208086892,"score_gpt":0.2761050072727023,"score_spread":0.2567987151918333,"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."}}