{"id":"W4417015871","doi":"10.1182/blood-2025-4366","title":"A pilot study evaluating the feasibility and usability of an mHealth application: SCD warrior","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"mHealth; Usability; Life expectancy; Disease; Digital health; Disease management; Chronic disease; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.007353567,0.000580501,0.0006531495,0.0004063232,0.001022216,0.0009135193,0.0006398076,0.0008210115,0.005949083],"category_scores_gemma":[0.0137433,0.0003976647,0.0007446713,0.000178591,0.0005775079,0.0009115913,0.000852589,0.001143578,0.001060735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722656,"about_ca_system_score_gemma":0.001726402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009333979,"about_ca_topic_score_gemma":0.001967445,"domain_scores_codex":[0.9976356,0.001310939,0.0002535834,0.0002545266,0.0002928843,0.0002524561],"domain_scores_gemma":[0.9902248,0.005338607,0.0005495682,0.000520474,0.001993737,0.001372761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03494282,0.2952972,0.2439402,0.007723395,0.0007669271,0.003025513,0.05505558,0.0011703,0.04442828,0.0008955272,0.01477524,0.2979789],"study_design_scores_gemma":[0.01625819,0.5397944,0.3560745,0.0009282972,0.001197927,0.00168599,0.03217972,0.005250309,0.01438698,0.0005364004,0.03136047,0.0003467523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905773,0.00008782675,0.001093317,0.0001525707,0.0000697373,0.006555147,0.0002641801,0.0000514981,0.001148214],"genre_scores_gemma":[0.9625238,0.0002794219,0.01485791,0.0007790135,0.00009360692,0.01858553,0.000416302,0.00002282665,0.002441625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007353567,"threshold_uncertainty_score":0.03888983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444361964378169,"score_gpt":0.3794797546980037,"score_spread":0.325036135054222,"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."}}