{"id":"W4408871724","doi":"10.51731/cjht.2025.1103","title":"2025 Watch List: Artificial Intelligence in Health Care","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007175615,0.00153223,0.001788732,0.005882457,0.004145425,0.01797341,0.00337313,0.01338762,0.134842],"category_scores_gemma":[0.02267388,0.0007085993,0.001171524,0.007778022,0.003415196,0.01409533,0.003939454,0.009601808,0.07812494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01795596,"about_ca_system_score_gemma":0.03653679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1681605,"about_ca_topic_score_gemma":0.2109237,"domain_scores_codex":[0.9920581,0.001061448,0.0004259222,0.0004906748,0.004560962,0.001403052],"domain_scores_gemma":[0.9598055,0.007496878,0.001221155,0.001025211,0.02322585,0.007225291],"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":[0.00000682616,0.000008711015,0.00005044393,0.0001418749,0.000002424557,0.000008625373,0.00001137675,0.00002415399,0.0000232699,0.005199457,0.9677005,0.02682231],"study_design_scores_gemma":[0.000006649787,0.000009934807,0.0002896258,0.0008555829,0.0000040656,0.00001551106,0.00005163313,0.00007914555,0.00002842341,0.002942758,0.995702,0.00001464943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000275004,0.1645512,0.002109377,0.4519994,0.09155468,0.0002253311,0.00365054,0.001613102,0.2840215],"genre_scores_gemma":[0.009306164,0.2834698,0.006291945,0.2216421,0.05569058,0.000498886,0.01042548,0.001321664,0.4113535],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1681605,"threshold_uncertainty_score":0.4510915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281015270441434,"score_gpt":0.4406847268809778,"score_spread":0.3125831998368344,"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."}}