{"id":"W4412396145","doi":"10.4018/ijkm.384590","title":"Evaluating Canada's Position in AI Adoption for eHealth System","year":2025,"lang":"en","type":"article","venue":"International Journal of Knowledge Management","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"eHealth; Position (finance); Position paper; Computer science; Business; World Wide Web; Political science; Health care; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04539056,0.000477046,0.0007818643,0.008956817,0.009130502,0.01326204,0.002727811,0.001465655,0.003679114],"category_scores_gemma":[0.1447623,0.000473494,0.001027022,0.02012571,0.003937907,0.004422225,0.004577857,0.002376832,0.0003434354],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2309171,"about_ca_system_score_gemma":0.4960241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875332,"about_ca_topic_score_gemma":0.9902575,"domain_scores_codex":[0.944858,0.01157974,0.004795445,0.002214583,0.03159123,0.004960997],"domain_scores_gemma":[0.7466081,0.05511123,0.01414047,0.003163373,0.170089,0.01088782],"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":[0.0008560919,0.0002953645,0.3224519,0.01433168,0.0008059499,0.0007500764,0.04770992,0.003557127,0.001564253,0.0799038,0.04054089,0.487233],"study_design_scores_gemma":[0.0001830415,0.0006286639,0.5653763,0.02318331,0.001785973,0.0004116255,0.1033104,0.006329432,0.004064661,0.00581973,0.2884391,0.0004676224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4813605,0.1232746,0.0110486,0.1352662,0.001341007,0.001721505,0.009377533,0.0003760087,0.2362341],"genre_scores_gemma":[0.9589394,0.02154106,0.00950732,0.004332209,0.00008126467,0.0003070935,0.001211801,0.00006026323,0.004019469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7690829,"threshold_uncertainty_score":0.8920272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05629522537571863,"score_gpt":0.5082868732428037,"score_spread":0.4519916478670851,"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."}}