{"id":"W4389246877","doi":"10.1182/blood-2023-183005","title":"<i>Prospective Symptom Burden Analysis in 784 Patients with Myeloproliferative Neoplasms: High Burden Correlates with Inflammatory/Genetic Biomarkers and Reduced Survival</i>","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke; Cegep de Saint Jerome; Université de Montréal; Université Laval; Jewish General Hospital; MPB Technologies & Communications (Canada); Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Internal medicine; Thrombocytosis; Myelofibrosis; Prospective cohort study; Cohort; Population; Pediatrics; Bone marrow","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":[0.0007258834,0.000265866,0.0003370643,0.0008476409,0.0004254831,0.0003792059,0.0003091985,0.0002374914,0.002062721],"category_scores_gemma":[0.001251818,0.0001559653,0.0002838382,0.001228049,0.0002326059,0.0003294855,0.0005013038,0.0002574477,0.0003997228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441995,"about_ca_system_score_gemma":0.0006286447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921484,"about_ca_topic_score_gemma":0.03157353,"domain_scores_codex":[0.9996738,0.00007089674,0.00004506621,0.0000845027,0.00006291,0.00006279287],"domain_scores_gemma":[0.9989877,0.0001414714,0.0004612866,0.00007558062,0.0001379975,0.0001958885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141015,0.00001333935,0.9988881,0.000006637128,0.00001478334,0.0000259022,0.00003101007,0.00002176255,0.0001087394,0.000004300399,0.0001632062,0.0006080502],"study_design_scores_gemma":[0.00001524731,0.00006824578,0.9993823,0.000002925619,0.0000127299,0.00009975747,0.00006298925,0.0000859127,0.00003587042,0.000005686485,0.0002262156,0.000002129195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973499,0.00009275846,0.00006190535,0.00002703831,0.000002203991,0.00003163897,0.002177107,0.000003119717,0.0002542681],"genre_scores_gemma":[0.9963484,0.00005233799,0.0001594533,0.00002950862,0.00001084947,0.00006391898,0.003150755,0.000002394619,0.0001824557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921484,"threshold_uncertainty_score":0.03820598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004731582304750719,"score_gpt":0.2106207430182641,"score_spread":0.2058891607135134,"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."}}