{"id":"W4408845598","doi":"10.1002/hem3.70106","title":"Patient and physician perceptions regarding treatment expectations and symptomatology in polycythemia vera: Insights from the Landmark 2.0 global health survey","year":2025,"lang":"en","type":"article","venue":"HemaSphere","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; University of British Columbia","funders":"AOP Orphan; Astellas Pharma; Galecto; Sierra Oncology; Incyte; CTI Biopharma; BeiGene; Bristol-Myers Squibb; AstraZeneca; CSL Behring; MPN Research Foundation; Alexion Pharmaceuticals; Gilead Sciences; Sanofi; GlaxoSmithKline; Pfizer; Novartis Pharmaceuticals Corporation; Celgene","keywords":"Medicine; Depression (economics); Myeloproliferative neoplasm; Quality of life (healthcare); Polycythemia vera; Family medicine; Disease; Physical therapy; Emergency medicine; Internal medicine; Myelofibrosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003135885,0.0001352987,0.0002819599,0.0005542075,0.0003131802,0.0006270919,0.0002055359,0.0004878327,0.0009473134],"category_scores_gemma":[0.009330328,0.0001243485,0.0005130747,0.0007290964,0.0003244136,0.0004525227,0.0005832777,0.0007180743,0.0001651728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861028,"about_ca_system_score_gemma":0.0004378763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00834824,"about_ca_topic_score_gemma":0.007651353,"domain_scores_codex":[0.9978478,0.001194522,0.0002378826,0.0001021828,0.0003764818,0.0002411387],"domain_scores_gemma":[0.9914533,0.002489906,0.003800692,0.0001379893,0.0009183703,0.001199873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009006399,0.00008200255,0.992569,0.00005560494,0.00005122255,0.00005328283,0.001591355,0.0001043523,0.00008289016,0.00002555941,0.0007889908,0.004505569],"study_design_scores_gemma":[0.000007197671,0.0001514638,0.996565,0.00002606089,0.00001216538,0.00007741732,0.00233395,0.0001750165,0.00002436279,0.00001858728,0.0006007153,0.000007975548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964961,0.0004009016,0.00006855227,0.0008260632,0.00001278101,0.00002593587,0.0007498825,0.000005589119,0.001414149],"genre_scores_gemma":[0.998879,0.0002079051,0.0001075186,0.0002432904,0.00001369708,0.00001779162,0.0004340637,0.000001538136,0.00009522465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00834824,"threshold_uncertainty_score":0.0165993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158140979650688,"score_gpt":0.3007316178053178,"score_spread":0.2891502080088109,"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."}}