{"id":"W4403193207","doi":"10.7759/cureus.70986","title":"Variables Associated With Favorable Obstetrical Outcomes in Early Pregnancy Bleeding in the Emergency Department","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Saint John Regional Hospital; Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Emergency department; Obstetrics; Pregnancy; Emergency medicine; Medical emergency; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837662,0.0001870902,0.0002525111,0.001096112,0.0003965036,0.0005926312,0.0003171458,0.000247239,0.001360375],"category_scores_gemma":[0.005868447,0.00009555067,0.0002303929,0.00127627,0.0004050742,0.0001951454,0.0004238082,0.0004716493,0.00006875264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005766568,"about_ca_system_score_gemma":0.001268561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890892,"about_ca_topic_score_gemma":0.02333491,"domain_scores_codex":[0.999289,0.0001461296,0.0001125948,0.00008431999,0.0002040753,0.0001638398],"domain_scores_gemma":[0.9955604,0.0009919121,0.0023695,0.00007725877,0.0004098587,0.0005911575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002952639,0.000005823291,0.9990003,0.00001048207,0.000008187632,0.0001086391,0.00002046974,0.00001599449,0.00002735619,0.000006740714,0.00004142199,0.0007251236],"study_design_scores_gemma":[0.000002634128,0.00002183191,0.99898,0.00001729756,0.00001052232,0.0005996672,0.0001702511,0.00007183423,0.00002795811,0.00001839605,0.00007732308,0.000002345337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984276,0.0005075372,0.00007623721,0.0001106247,0.000005982828,0.00001306567,0.0003406943,0.000002519959,0.0005156916],"genre_scores_gemma":[0.9994999,0.0001821545,0.00007703761,0.00001630721,0.000007570043,0.000004558574,0.0001865631,7.353441e-7,0.00002511984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890892,"threshold_uncertainty_score":0.03759772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632780466573049,"score_gpt":0.3117056308621326,"score_spread":0.2753778261964021,"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."}}