{"id":"W4401219424","doi":"10.3899/jrheum.2024-0684","title":"Know Thy User: Designing Digital Tools for Rheumatology Patients","year":2024,"lang":"en","type":"editorial","venue":"The Journal of Rheumatology","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Innovator; Medicine; Health care; Digital health; Rheumatology; Internal medicine; Family medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01126168,0.003425202,0.001945038,0.002585007,0.003322914,0.009907166,0.003286271,0.01820933,0.01252627],"category_scores_gemma":[0.04293459,0.001202312,0.00273237,0.001072096,0.002262881,0.005895007,0.002181159,0.02282053,0.009273291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002863921,"about_ca_system_score_gemma":0.003953569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923206,"about_ca_topic_score_gemma":0.006011514,"domain_scores_codex":[0.991681,0.002269485,0.0009866073,0.0005094617,0.004196031,0.0003573358],"domain_scores_gemma":[0.9662558,0.02019544,0.0007710196,0.0006205857,0.008592442,0.003564582],"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":[0.0000342371,0.00001318705,0.00001399408,0.0002413387,0.00001387692,0.00008847334,0.00003468521,0.00001975746,0.00005773989,0.0003178997,0.9925769,0.006587842],"study_design_scores_gemma":[0.00009292873,0.00004781741,0.0001352833,0.0005717014,0.00006483303,0.0002146177,0.000104091,0.0001405053,0.0001318851,0.0008726101,0.9976048,0.00001882875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005653408,0.005759683,0.0003361532,0.047028,0.9444061,0.00004000468,0.00004059988,0.0001219275,0.00221094],"genre_scores_gemma":[0.0007759224,0.00908527,0.0004951803,0.04869299,0.9236637,0.00007615949,0.00005082706,0.0001000385,0.01705978],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01820933,"threshold_uncertainty_score":0.05955821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006810202045655109,"score_gpt":0.222054729056014,"score_spread":0.2152445270103589,"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."}}