{"id":"W3003566728","doi":"10.1002/rth2.12301","title":"Hemophilia prophylaxis adherence and bleeding using a tailored, frequency‐escalated approach: The Canadian Hemophilia Primary Prophylaxis Study","year":2020,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary; Thunder Bay Regional Health Sciences Centre; McMaster Children's Hospital; Health Sciences North; Children's Hospital of Eastern Ontario; Centre Hospitalier Universitaire Sainte-Justine; BC Children's Hospital; Université Laval; Institute for Clinical Evaluative Sciences; University of Ottawa; University of Manitoba; Hôpital de l'Enfant-Jésus; Alberta Children's Hospital; Izaak Walton Killam Health Centre; Capital District Health Authority; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; Royal University Hospital; University of Toronto","funders":"Bayer HealthCare","keywords":"Medicine; Hemarthrosis; Secondary prophylaxis; Pediatrics; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003421663,0.0003579136,0.0006482683,0.00045567,0.001317396,0.0004701145,0.0002172263,0.0002729966,0.00006069328],"category_scores_gemma":[0.002644472,0.0002399163,0.00005338843,0.001827046,0.00101697,0.0006926529,0.0003578619,0.001834679,0.00001019743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320817,"about_ca_system_score_gemma":0.001025604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05955924,"about_ca_topic_score_gemma":0.006164971,"domain_scores_codex":[0.9952734,0.0009824209,0.0004746124,0.0009939878,0.001232811,0.001042831],"domain_scores_gemma":[0.9964535,0.001330907,0.00009644659,0.000417659,0.0005284676,0.001173055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00470983,0.003767459,0.7500476,0.002876924,0.001689464,0.002096864,0.0492906,0.000006658032,0.02265012,0.001056211,0.0007708996,0.1610373],"study_design_scores_gemma":[0.02217766,0.05690122,0.7673755,0.001483214,0.00127125,0.002135513,0.1270601,0.007845507,0.002552969,0.002113982,0.006521909,0.00256118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646778,0.003430517,0.000003035753,0.02385878,0.00002692733,0.00349057,0.0000254153,0.00003006248,0.004456916],"genre_scores_gemma":[0.99274,0.004697587,0.001759761,0.0003864484,0.0001468526,0.0001365165,0.00001966531,0.0000464782,0.00006662907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584762,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2868980115509349,"score_gpt":0.4225682294649042,"score_spread":0.1356702179139694,"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."}}