{"id":"W4405047980","doi":"10.1182/blood-2024-193118","title":"Revised International Working Group Risk Model for Survival in Polycythemia Vera","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Polycythemia vera; Internal medicine; Receiver operating characteristic; Venous thrombosis; Cohort; Leukocytosis; Thrombosis; Gastroenterology; Surgery","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":[0.01042478,0.002470199,0.002184462,0.003042858,0.0006983548,0.003346498,0.003821202,0.002113884,0.009808807],"category_scores_gemma":[0.01712441,0.0006417313,0.00420139,0.001632073,0.0007298548,0.001370774,0.001790363,0.003149073,0.004556319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232534,"about_ca_system_score_gemma":0.002840799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378124,"about_ca_topic_score_gemma":0.009824,"domain_scores_codex":[0.9956146,0.0023856,0.0002653185,0.0006956451,0.0005565684,0.0004823712],"domain_scores_gemma":[0.9940162,0.00324767,0.0006371137,0.0004311829,0.001375758,0.0002920174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007582781,0.0002998612,0.1291811,0.0005610544,0.002390573,0.001434336,0.0006721419,0.4593249,0.000511012,0.08004244,0.1395517,0.1852727],"study_design_scores_gemma":[0.0002090315,0.000228441,0.0146675,0.000464278,0.0006036109,0.001206814,0.0001958758,0.8218914,0.0002453496,0.116667,0.04349687,0.0001239825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05450234,0.01123371,0.8511515,0.0144423,0.002518671,0.001246113,0.03473939,0.003006526,0.02715946],"genre_scores_gemma":[0.6069968,0.008144799,0.2759738,0.003141219,0.002556903,0.006003526,0.04928475,0.001378687,0.04651942],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02378124,"threshold_uncertainty_score":0.05513215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004400889671403,"score_gpt":0.2971240487684494,"score_spread":0.2670800398717353,"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."}}