{"id":"W4367601910","doi":"10.1016/j.leukres.2023.107277","title":"Topic: AS08-Treatment/AS08j-Supportive care, transfusion medicine and MDS, iron overload: MDS CLEARPATH: A WEB-BASED EDUCATIONAL ALGORITHM FOR THE DIAGNOSIS AND MANAGEMENT OF PATIENTS WITH MYELODYSPLASTIC SYNDROMES FROM THE CANADIAN CONSORTIUM ON MDS (CCMDS); 2023 UPDATE","year":2023,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; Juravinski Cancer Centre; St. Paul's Hospital; McGill University; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Medicine; Intraclass correlation; Kappa; Orthopedic surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080481,0.0007457756,0.001185105,0.004006229,0.000527917,0.0021153,0.001325064,0.00277061,0.01915386],"category_scores_gemma":[0.009772065,0.0003765312,0.0008721557,0.002304206,0.0003791517,0.002031752,0.001634244,0.003250719,0.01030478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003172803,"about_ca_system_score_gemma":0.005323225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02747981,"about_ca_topic_score_gemma":0.06579786,"domain_scores_codex":[0.9992124,0.0001161762,0.0001511745,0.00004627478,0.0004032563,0.00007073606],"domain_scores_gemma":[0.9937602,0.001495403,0.0008307179,0.00007009166,0.002809406,0.00103418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003450162,0.00007296503,0.001327905,0.0009732043,0.00002648959,0.00004943704,0.00002876454,0.0001596075,0.0000636734,0.0003353108,0.6999121,0.297016],"study_design_scores_gemma":[0.00009901814,0.00004160616,0.004622433,0.005286375,0.00009671986,0.0004341316,0.00005588068,0.0001934513,0.00009597203,0.0004332688,0.9886191,0.00002213962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005790786,0.5028435,0.005977607,0.2244201,0.05873363,0.001439819,0.02384735,0.003134419,0.1738128],"genre_scores_gemma":[0.0144174,0.7001248,0.02567502,0.09570889,0.05201508,0.001069564,0.03807364,0.0004845618,0.07243107],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9968272,"threshold_uncertainty_score":0.06407607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05455240344001887,"score_gpt":0.3387365405749015,"score_spread":0.2841841371348826,"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."}}