{"id":"W4383264979","doi":"10.7759/cureus.41410","title":"Management of Severe Hemophilia A: Low-Dose Prophylaxis vs. On-Demand Treatment","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Medicine; Cryoprecipitate; Clotting factor; Fresh frozen plasma; Surgery; Population; Prospective cohort study; Cohort; Internal medicine; Incidence (geometry); Gastroenterology; Fibrinogen; Platelet","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":[0.0005094315,0.0001308728,0.0003235913,0.0001760181,0.0001565884,0.0004104541,0.0001582857,0.0003000388,0.001815246],"category_scores_gemma":[0.001481654,0.00005089783,0.0002181029,0.0002256772,0.0001726199,0.0002067142,0.0001708783,0.0002691084,0.00008937158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871332,"about_ca_system_score_gemma":0.0002353332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002505427,"about_ca_topic_score_gemma":0.0003556783,"domain_scores_codex":[0.9995787,0.0001924006,0.00003461092,0.00005629867,0.00009699525,0.00004108526],"domain_scores_gemma":[0.9990844,0.0003211428,0.0003738031,0.00002136902,0.00004036665,0.0001588586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004568304,0.0006257908,0.9338821,0.0002738943,0.0003332414,0.0003984397,0.00009576352,0.0001968774,0.001244099,0.0002785101,0.0003649442,0.05773814],"study_design_scores_gemma":[0.0005381898,0.008262411,0.9823303,0.0002267092,0.00036284,0.004842571,0.0003220365,0.0007640074,0.0005285876,0.0003928335,0.001418037,0.0000115102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995073,0.003787006,0.0001264824,0.0001657798,0.00001705655,0.00001874242,0.00004523401,0.000001273167,0.0007653894],"genre_scores_gemma":[0.9989855,0.0006747564,0.0001116523,0.00005154797,0.00004394942,0.000009917751,0.00005714129,5.11944e-7,0.00006513447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815246,"threshold_uncertainty_score":0.00607264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548659249882818,"score_gpt":0.3227684082150714,"score_spread":0.2872818157162432,"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."}}