{"id":"W4303628916","doi":"10.3390/curroncol29100568","title":"Mutational Landscape of Patients Referred for Elevated Hemoglobin Level","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Hemoglobin; Bioinformatics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001656997,0.0001357089,0.0001730422,0.0006191001,0.0002211375,0.0004237212,0.0001905016,0.0003397101,0.001541967],"category_scores_gemma":[0.00114218,0.00008649346,0.000117759,0.0004954637,0.0001847833,0.0002206714,0.000214062,0.0002260047,0.0002421788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566675,"about_ca_system_score_gemma":0.0001264509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427592,"about_ca_topic_score_gemma":0.001615054,"domain_scores_codex":[0.9997758,0.00004388656,0.00001904375,0.00008137099,0.00003758811,0.00004231916],"domain_scores_gemma":[0.9994923,0.0001093385,0.0002129423,0.00001557057,0.00006999353,0.00009988384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008883533,0.00001415046,0.9950899,0.000005806651,0.000008977595,0.0007899561,0.00011476,0.00005563601,0.001387659,0.00001947944,0.0001560977,0.00226872],"study_design_scores_gemma":[0.000005327649,0.000115528,0.9943499,0.000007340869,0.00001430337,0.004293596,0.0002600776,0.0003227231,0.0002622977,0.00004133839,0.0003229636,0.000004613748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992967,0.0001263259,0.00004015393,0.00004665985,0.00000168135,0.000002885541,0.000138007,0.000004011999,0.0003435413],"genre_scores_gemma":[0.9996239,0.00005905395,0.00004055031,0.00003635517,0.000004425141,0.000002634439,0.0001617928,0.00000203059,0.00006925221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541967,"threshold_uncertainty_score":0.005158424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09090549407492246,"score_gpt":0.3677285150654522,"score_spread":0.2768230209905298,"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."}}