{"id":"W4389608524","doi":"10.1111/bjh.19257","title":"Evidence creation for myelofibrosis: Challenges and opportunities","year":2023,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Myelofibrosis; Medicine; Hematology; Guideline; Intensive care medicine; Internal medicine; Pathology; Bone marrow","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2711962,0.002328902,0.008399317,0.01007645,0.005803093,0.0220007,0.01316243,0.05479575,0.0199747],"category_scores_gemma":[0.6367827,0.002517041,0.009740523,0.006279191,0.0238434,0.04569794,0.02068513,0.06395531,0.006113978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02187306,"about_ca_system_score_gemma":0.08384957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156436,"about_ca_topic_score_gemma":0.01701628,"domain_scores_codex":[0.7362545,0.1785519,0.03592756,0.009929359,0.03404432,0.005292306],"domain_scores_gemma":[0.120597,0.7662877,0.01477512,0.01341005,0.07069039,0.01423969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000305938,0.0000897217,0.0003962728,0.02138658,0.0006688449,0.0006095925,0.002038392,0.0008188773,0.0001587407,0.08828148,0.6876795,0.1975661],"study_design_scores_gemma":[0.0003592934,0.0001353119,0.000437604,0.1218197,0.0003722759,0.0007741319,0.001617248,0.0008926967,0.0001305516,0.2477084,0.6255123,0.0002404777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005837968,0.04861297,0.00136879,0.9332296,0.01589569,0.00004784131,0.00007685429,0.00002971806,0.0006801235],"genre_scores_gemma":[0.00743835,0.1060523,0.02203331,0.7673517,0.09476809,0.0006547942,0.0003016274,0.0001474124,0.001252351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2711962,"threshold_uncertainty_score":0.8987448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764081843728171,"score_gpt":0.3445239172567193,"score_spread":0.1681157328839021,"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."}}