{"id":"W1766357323","doi":"10.2196/mededu.3866","title":"Learning Clinical Procedures Through Internet Digital Objects: Experience of Undergraduate Students Across Clinical Faculties","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Hong Kong","keywords":"Bachelor; The Internet; Medical education; Psychology; Medicine; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00271277,0.0004741462,0.000531979,0.0006770016,0.001945214,0.002347761,0.0007823108,0.001156816,0.003046341],"category_scores_gemma":[0.005787066,0.0004631461,0.0004128076,0.0005690641,0.001274585,0.001705804,0.004128293,0.001508156,0.000605091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009614006,"about_ca_system_score_gemma":0.001401252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843766,"about_ca_topic_score_gemma":0.003819496,"domain_scores_codex":[0.9981687,0.0006556236,0.0001237164,0.0001590023,0.0003260162,0.0005668125],"domain_scores_gemma":[0.9941806,0.0009489997,0.0006330902,0.0001167608,0.0005636108,0.003556873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004596611,0.005682849,0.3138441,0.0004848943,0.00005042353,0.004972039,0.5398009,0.0001920782,0.009622018,0.0004260917,0.002840433,0.1216244],"study_design_scores_gemma":[0.00009604508,0.00900314,0.2488263,0.0003583458,0.00007872226,0.0085254,0.7036399,0.001055189,0.003743911,0.0002790011,0.02427361,0.0001206105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989724,0.0001813551,0.0001213912,0.0001837321,0.000008718814,0.00002434091,0.00000899334,0.000005942052,0.0004931564],"genre_scores_gemma":[0.9971854,0.0004707253,0.000389743,0.0004704437,0.00001958812,0.00003124545,0.00003254691,0.000005340895,0.001394928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003046341,"threshold_uncertainty_score":0.01434666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968588676293665,"score_gpt":0.4823068633083223,"score_spread":0.4126209765453857,"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."}}