{"id":"W4398135614","doi":"10.52768/epidemiolpublichealth/1005","title":"Supplementing an Epidemiology Course with Online Lectures","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Public Health","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Epidemiology; Medical education; General partnership; Class (philosophy); Mathematics education; Isolation (microbiology); Psychology; Medicine; Computer science; Pathology","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":[0.001241129,0.0005405727,0.0003744205,0.0007066661,0.0005672149,0.0008538305,0.0007551145,0.00047973,0.04076123],"category_scores_gemma":[0.004201747,0.0001276367,0.0004375056,0.0004496109,0.0002003696,0.0004875638,0.001484835,0.0006650736,0.006567413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602341,"about_ca_system_score_gemma":0.00161133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009097665,"about_ca_topic_score_gemma":0.002819233,"domain_scores_codex":[0.9992495,0.0001721212,0.0000587276,0.0001173422,0.0001702913,0.0002319052],"domain_scores_gemma":[0.9944702,0.001323368,0.0005892217,0.0003257012,0.000639366,0.002652109],"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":[0.001409187,0.0215208,0.0645699,0.001539686,0.00005522921,0.001157709,0.001571994,0.00136907,0.03499239,0.0005653352,0.01905144,0.8521973],"study_design_scores_gemma":[0.001046483,0.04560063,0.6090658,0.001465623,0.0003454571,0.003546532,0.00382444,0.003591648,0.05641117,0.002014634,0.2728835,0.0002039837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259104,0.0007128954,0.01451361,0.002206263,0.001282054,0.002453261,0.001441965,0.001428978,0.05005062],"genre_scores_gemma":[0.9254852,0.001053609,0.03606362,0.0008953967,0.0008079606,0.001133611,0.001541814,0.00007148361,0.03294732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04076123,"threshold_uncertainty_score":0.1363599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238819438943134,"score_gpt":0.5068359447299567,"score_spread":0.2829540008356433,"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."}}