{"id":"W2124222310","doi":"10.1182/asheducation-2005.1.423","title":"Diagnosis and Management of Mild Bleeding Disorders","year":2005,"lang":"en","type":"article","venue":"Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hematologist; Medicine; Intensive care medicine; Von Willebrand disease; Referral; Population; Coagulation Disorder; Von Willebrand factor; Coagulation; Pediatrics; Platelet; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002270589,0.00006532826,0.0002185505,0.00005002963,0.00002108468,0.000001345413,0.00002018098,0.00003987611,0.00007559534],"category_scores_gemma":[0.000003232379,0.00005496993,0.00002827804,0.00005293881,0.00004537494,0.00002235033,0.00002478886,0.00002974789,0.00001700061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007619532,"about_ca_system_score_gemma":0.000003140053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001275418,"about_ca_topic_score_gemma":0.00002526638,"domain_scores_codex":[0.999589,0.000004788369,0.0001154154,0.0001166246,0.00005134705,0.0001228775],"domain_scores_gemma":[0.999815,0.00002273729,0.00003048541,0.00008428305,0.000007421426,0.00004003721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061614,0.000935342,0.8516421,0.0009358618,0.0006697654,0.0003099393,0.0003214947,0.000002703065,0.00003694502,0.02670374,0.003168212,0.1151677],"study_design_scores_gemma":[0.03205967,0.001440515,0.7555999,0.002055757,0.0024608,0.002868038,0.002746776,0.001003372,0.02219609,0.009645239,0.1669374,0.0009865055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853165,0.003750266,0.00002217584,0.002789065,0.00002591348,0.0001887648,0.000001406508,0.00001768552,0.007888231],"genre_scores_gemma":[0.9915071,0.006107064,0.002016675,0.0001464701,0.000006042565,0.0000368415,0.000004365944,0.00000687748,0.0001685548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637691,"threshold_uncertainty_score":0.2241609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171311184490528,"score_gpt":0.2826361733561081,"score_spread":0.2655050549070553,"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."}}