{"id":"W7106023622","doi":"10.7939/83317","title":"Public Health Students' Perceptions of AI Technology in Education and Practice","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Misinformation; Thematic analysis; Multidisciplinary approach; Digital health; Reflexivity; Curriculum; Health care; Focus group","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":[0.007838148,0.0002806307,0.0004082523,0.001334595,0.002733293,0.008691181,0.0007348337,0.001880085,0.005968272],"category_scores_gemma":[0.02191173,0.000448444,0.0003295458,0.0009806686,0.005103962,0.002544159,0.004328425,0.00362829,0.0007227362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003438544,"about_ca_system_score_gemma":0.006415871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150553,"about_ca_topic_score_gemma":0.009000489,"domain_scores_codex":[0.9941674,0.002407956,0.0002307315,0.0002488854,0.001596817,0.001348064],"domain_scores_gemma":[0.9770061,0.01038041,0.003423878,0.0005713973,0.002283485,0.00633461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001213857,0.001116885,0.2376686,0.000428193,0.00003252275,0.0007684786,0.7080567,0.0002923486,0.001528553,0.00404023,0.003203827,0.04274222],"study_design_scores_gemma":[0.00001944683,0.0004516798,0.09063017,0.0004775499,0.00002903478,0.0003583481,0.8850757,0.000357239,0.0004431047,0.001129642,0.02097832,0.0000497464],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860265,0.0004388405,0.0003499189,0.005678591,0.00005012995,0.0000412985,0.00003773952,0.00001431969,0.007362704],"genre_scores_gemma":[0.9971743,0.000476186,0.0001450315,0.0007526422,0.00001571834,0.00002559817,0.00002046879,0.000004464487,0.001385647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150553,"threshold_uncertainty_score":0.04145259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565991273560812,"score_gpt":0.3841282383893134,"score_spread":0.3275291110332322,"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."}}