{"id":"W4385655716","doi":"10.1097/01.hs9.0000974860.48116.9c","title":"PB2012: DESCRIBING TREATMENT PATTERNS IN PATIENTS WITH MYELODYSPLASTIC SYNDROME ACCORDING TO IPSS-R RISK CATEGORY","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; International Prognostic Scoring System; Myelodysplastic syndromes; Demographics; Internal medicine; Pediatrics; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001961342,0.0002971009,0.0004701269,0.0002931873,0.0001125346,0.00003611009,0.0001456128,0.0001122354,0.0002875464],"category_scores_gemma":[0.0001574307,0.0002226219,0.0000685384,0.001003759,0.00003279854,0.0001322059,0.0001360782,0.0003411442,0.001262841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269212,"about_ca_system_score_gemma":0.0002472764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333082,"about_ca_topic_score_gemma":0.0004995824,"domain_scores_codex":[0.9977565,0.00007487777,0.0003038227,0.0005419209,0.0005224033,0.0008005231],"domain_scores_gemma":[0.9987816,0.0001899429,0.00006822158,0.0004999016,0.00009295595,0.0003673808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004607276,0.0001829185,0.9851449,0.00009653782,0.0001071311,0.001068666,0.0006354594,0.0004077579,0.00007910778,0.000008623396,0.000476549,0.01133164],"study_design_scores_gemma":[0.005537555,0.001779346,0.9887249,0.0005352939,0.00008881089,0.00005128026,0.001830209,0.0005971298,0.0002715165,0.00001172056,0.0002923754,0.0002797983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973921,0.00002824414,0.0002988166,0.0002272708,0.00009867236,0.001130927,0.00004112062,0.0001977492,0.0005850939],"genre_scores_gemma":[0.9973698,0.00003844707,0.0005611794,0.00009133915,0.0000609165,0.0001869705,0.0001105537,0.00009354241,0.001487212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105185,"threshold_uncertainty_score":0.9995148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821752694280383,"score_gpt":0.265718499082879,"score_spread":0.2375009721400752,"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."}}