{"id":"W4320718794","doi":"10.1080/0142159x.2023.2178886","title":"The need to develop digital health competencies for medical learners","year":2023,"lang":"en","type":"letter","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Digital health; Work (physics); Psychology; Medicine; Health care; Political science; Engineering","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":[0.005690014,0.0003995308,0.0006772452,0.0005482158,0.006773119,0.005984173,0.001418786,0.04747865,0.0104237],"category_scores_gemma":[0.04662859,0.0005619799,0.0005858115,0.0004069349,0.004912575,0.008974019,0.006110734,0.05424583,0.005198578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004012515,"about_ca_system_score_gemma":0.01048519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006315328,"about_ca_topic_score_gemma":0.01241352,"domain_scores_codex":[0.9938673,0.001786396,0.000481911,0.0006307494,0.001963683,0.001269863],"domain_scores_gemma":[0.9645291,0.01678694,0.00240549,0.0006517857,0.005896894,0.009729791],"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":[0.00001799453,0.00004581437,0.001062965,0.00009082552,0.000005869907,0.001631178,0.001881948,0.00002011923,0.0003153246,0.004655982,0.9723595,0.01791243],"study_design_scores_gemma":[0.00004558024,0.00007652737,0.001689054,0.0005751103,0.00001055674,0.00502316,0.004088513,0.0001629625,0.0002486657,0.006963885,0.9810665,0.0000495445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003342588,0.0006104877,0.00003224763,0.9945408,0.003515348,0.000001873889,0.000003676112,0.000004358598,0.0009570174],"genre_scores_gemma":[0.005892699,0.001382311,0.0001402149,0.978313,0.01017153,0.00001681548,0.000007806587,0.00001255653,0.004063127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04747865,"threshold_uncertainty_score":0.03487074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336242702019635,"score_gpt":0.369011523556347,"score_spread":0.3256490965361506,"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."}}