{"id":"W4414104820","doi":"10.1016/j.jogc.2025.103118","title":"Evaluating Primary Care Referrals for Heavy Menstrual Bleeding in Adolescents: A Retrospective Medical Record Review","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Mount Sinai Hospital; SickKids Foundation; University of Toronto","funders":"Hospital for Sick Children","keywords":"Primary care; Medical record; Primary health care; MEDLINE; Retrospective cohort study; Menstrual bleeding","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001598876,0.0001636714,0.0005386714,0.004585598,0.0008718836,0.001250582,0.0005906251,0.000717592,0.001416581],"category_scores_gemma":[0.01129049,0.0004409737,0.0005359233,0.005246227,0.0006220025,0.0007991286,0.0007767025,0.0005980551,0.0002587849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742516,"about_ca_system_score_gemma":0.004136764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03634159,"about_ca_topic_score_gemma":0.06444979,"domain_scores_codex":[0.9966472,0.0006598988,0.001218907,0.0003976294,0.0007535354,0.0003229524],"domain_scores_gemma":[0.9802938,0.006186793,0.00933931,0.0005111693,0.002764737,0.0009041104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003146068,0.00002270549,0.9958826,0.0003202416,0.00004694239,0.0008402538,0.0005293588,0.000007410166,0.0001007267,0.00002620299,0.0004094898,0.001782606],"study_design_scores_gemma":[0.00000961868,0.00007509437,0.9916505,0.0005128389,0.0001305442,0.003176023,0.002673212,0.00004438116,0.0001094067,0.000009849824,0.001600313,0.000008257462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782196,0.01366423,0.0001200229,0.000386908,0.00003328408,0.0002033417,0.005508126,0.000009376752,0.001855085],"genre_scores_gemma":[0.9915196,0.005042093,0.0003424934,0.0003844509,0.00003540139,0.00009092015,0.002350884,0.000004979146,0.0002290487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03634159,"threshold_uncertainty_score":0.07226008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019597429042352,"score_gpt":0.3336730588837368,"score_spread":0.3034770845933132,"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."}}