{"id":"W2580156340","doi":"10.1182/blood.v128.22.5986.5986","title":"A Distributed International Patient Data Registry for Hairy Cell Leukemia","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Medicine; Data quality; Electronic data capture; Health informatics; Disease registry; Computer science; Disease; Family medicine; Pathology; Public health; Business; Clinical trial","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":[0.02137764,0.0004589879,0.0008600521,0.007452015,0.00108266,0.003104545,0.002737105,0.0009224126,0.014838],"category_scores_gemma":[0.03269671,0.0004258046,0.0006293003,0.01085747,0.0005114609,0.003761706,0.003980095,0.001662213,0.007259935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618941,"about_ca_system_score_gemma":0.01182635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005819446,"about_ca_topic_score_gemma":0.004274095,"domain_scores_codex":[0.9886313,0.003224383,0.003051862,0.002535148,0.001995008,0.0005622383],"domain_scores_gemma":[0.9371505,0.0127989,0.01074211,0.01743415,0.01433601,0.007538226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002114097,0.001078657,0.2766447,0.001054767,0.0002501134,0.0007535452,0.001546467,0.003176796,0.003029972,0.01746844,0.3774553,0.3154272],"study_design_scores_gemma":[0.001863201,0.0007831142,0.2739449,0.001062363,0.0003544537,0.00172069,0.0018863,0.01468002,0.007033705,0.005049496,0.6913896,0.0002322754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1322802,0.002268645,0.08539034,0.008558019,0.0007916172,0.01134775,0.6767443,0.01608603,0.06653297],"genre_scores_gemma":[0.2145712,0.001120309,0.11588,0.001927239,0.0003838472,0.008474123,0.6493297,0.0009741909,0.007339486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02137764,"threshold_uncertainty_score":0.1130571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544397970725752,"score_gpt":0.3052788525166183,"score_spread":0.2698348728093608,"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."}}