{"id":"W4404467705","doi":"10.1001/jama.2024.20377","title":"Diagnosis and Treatment of Polycythemia Vera","year":2024,"lang":"en","type":"review","venue":"JAMA","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sierra Oncology; MorphoSys; Swedish Orphan Biovitrum; Astellas Pharma; National Cancer Institute; National Institutes of Health; Galecto; Genentech; Celgene; Gilead Sciences","keywords":"Medicine; Thrombocytosis; Polycythemia vera; Internal medicine; Gastroenterology; Hematocrit; Thrombosis; Phlebotomy; Erythromelalgia; Aspirin; Leukocytosis; Myeloproliferative neoplasm; Venous thrombosis; Surgery; Platelet; Myelofibrosis; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002416808,0.0003279781,0.000518626,0.0006190567,0.0005225761,0.0004515068,0.0003355604,0.000939844,0.00378871],"category_scores_gemma":[0.001360116,0.00008863286,0.0003438514,0.0003071129,0.0002097539,0.0003791132,0.0003876063,0.00137128,0.001517369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005124491,"about_ca_system_score_gemma":0.0005334169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533925,"about_ca_topic_score_gemma":0.001785874,"domain_scores_codex":[0.9996935,0.00006946865,0.00003905503,0.00003865911,0.0001055471,0.00005374683],"domain_scores_gemma":[0.9997258,0.0000391294,0.00005924771,0.00001334638,0.00005377912,0.0001088108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001174349,0.001309058,0.146548,0.0008199668,0.0001963279,0.04190444,0.0002977695,0.0008216113,0.010587,0.002628635,0.1058391,0.6878737],"study_design_scores_gemma":[0.001029869,0.002677188,0.3462593,0.002708968,0.0003070631,0.2431808,0.0005932386,0.003563516,0.006429368,0.005747205,0.387414,0.00008964707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3894992,0.2843749,0.02599399,0.07402841,0.006969091,0.001450249,0.002517072,0.001366975,0.2138002],"genre_scores_gemma":[0.9311846,0.02649693,0.006715749,0.01378538,0.004432274,0.0003204357,0.001933905,0.00007484739,0.01505595],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00378871,"threshold_uncertainty_score":0.01267451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695132079187116,"score_gpt":0.367966762477603,"score_spread":0.3010154416857319,"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."}}