{"id":"W2090753136","doi":"10.1023/b:joms.0000021522.30587.ff","title":"A Review of e-Learning Practices for Undergraduate Medical Education","year":2004,"lang":"en","type":"review","venue":"Journal of Medical Systems","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Software deployment; Health informatics; Medical education; Videoconferencing; Medicine; Computer science; Public health; Multimedia; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02244252,0.0003959269,0.004523075,0.0002707698,0.0002725584,0.00001329411,0.001221032,0.001715067,0.00072234],"category_scores_gemma":[0.07301314,0.0002507738,0.0008263,0.000559062,0.0001018009,0.0001484165,0.0001376534,0.004321399,0.0000844147],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092975,"about_ca_system_score_gemma":0.05014597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005527068,"about_ca_topic_score_gemma":0.00002363875,"domain_scores_codex":[0.9836298,0.004749783,0.006648806,0.0002850225,0.004051857,0.0006346989],"domain_scores_gemma":[0.9681426,0.005962147,0.02260665,0.0003392443,0.001529608,0.001419799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000106334,0.000110649,0.000007770538,0.6085032,0.0001367775,0.00001422548,0.00005715137,1.683254e-7,1.471739e-9,0.001766938,0.09115586,0.2982367],"study_design_scores_gemma":[0.0002972375,0.0001507404,8.690011e-8,0.4916791,0.0005378264,0.000336794,0.0003306988,0.000005043269,1.356238e-9,0.00005004174,0.5065233,0.00008914152],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.929062e-7,0.9754694,0.0004298749,0.01210418,0.007825248,0.00298719,0.00001030524,0.00002240065,0.001151062],"genre_scores_gemma":[0.000003059635,0.9932564,0.0002722474,0.0009617149,0.00387528,0.0002859227,0.00005123985,0.00006755085,0.001226506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4153674,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542072748419786,"score_gpt":0.5931291319525136,"score_spread":0.438921857110535,"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."}}