{"id":"W2984252518","doi":"10.1182/blood-2019-122521","title":"Take Control. Period. - Needs Assessment Leading to the Development of a Digital Quality Improvement Intervention Designed to Enhance Adherence to Tranexamic Acid and Iron Supplementation in Women with Heavy Menstrual Bleeding","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Tranexamic acid; Outpatient clinic; Pediatrics; Iron-deficiency anemia; Clinical audit; Physical therapy; Anemia; Internal medicine; Audit; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004539155,0.0002733352,0.0002883312,0.0009294137,0.001610938,0.00104164,0.0006965741,0.0006571164,0.02054727],"category_scores_gemma":[0.009612479,0.0002931265,0.0009051529,0.0003890362,0.0004167129,0.0007007829,0.002411448,0.00135296,0.001530009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440813,"about_ca_system_score_gemma":0.009016338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293332,"about_ca_topic_score_gemma":0.008874857,"domain_scores_codex":[0.9976053,0.00139229,0.000208491,0.0001805961,0.0003091496,0.0003040567],"domain_scores_gemma":[0.9951982,0.001078324,0.0007891881,0.0002248032,0.000686172,0.002023368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008889803,0.009150508,0.05588017,0.002087372,0.0001254293,0.001171149,0.01010258,0.0005699906,0.001235019,0.002025473,0.05530116,0.8614622],"study_design_scores_gemma":[0.00940959,0.02236171,0.4544404,0.01180905,0.0007535589,0.002999127,0.07405601,0.009521646,0.004856353,0.00947936,0.4000503,0.0002629728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6262183,0.003554573,0.01741803,0.1539551,0.00257736,0.03669667,0.003842325,0.001498172,0.1542395],"genre_scores_gemma":[0.8442917,0.002855647,0.08543047,0.0172193,0.0006536882,0.02149409,0.001236273,0.000115283,0.02670349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054727,"threshold_uncertainty_score":0.06873745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621345227428702,"score_gpt":0.3159375886643092,"score_spread":0.2997241363900222,"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."}}