{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002955937,0.0001606056,0.0003469761,0.00002291406,0.0002020503,0.00002590464,0.00002225277,0.00005347223,0.00002097772],"category_scores_gemma":[0.00003141784,0.0001003096,0.00003711169,0.0001781425,0.00006174407,0.00003635172,0.0000303209,0.00006712091,0.000005625401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571318,"about_ca_system_score_gemma":0.000151997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554589,"about_ca_topic_score_gemma":0.02862161,"domain_scores_codex":[0.9990907,0.0001669566,0.000209474,0.0002882826,0.0000807819,0.0001638567],"domain_scores_gemma":[0.9993276,0.0003249229,0.00005166629,0.0001836546,0.00003315068,0.00007900317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008279247,0.0003132424,0.9787941,0.00001250752,0.0001622746,0.00001246047,0.003763649,0.000002034845,0.00001298552,0.00189682,0.001274133,0.01367298],"study_design_scores_gemma":[0.002129909,0.0002902659,0.9916593,0.0002164751,0.00005400907,0.00001142979,0.004514679,0.0001014244,0.00008689332,0.0003544183,0.0005078402,0.00007334928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887763,0.005558134,0.00002691895,0.003437937,0.00006517922,0.0005265111,0.00009977931,0.00002274125,0.001486522],"genre_scores_gemma":[0.9979233,0.0005867896,0.0001997894,0.0009246793,0.00002673636,0.0001358474,0.0001369462,0.000006731915,0.00005913897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506702,"threshold_uncertainty_score":0.9891035,"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."}}