{"id":"W54396154","doi":"10.1096/fasebj.22.1_supplement.385.7","title":"A new paradigm for teaching histology in Canada's first distributed medical school","year":2008,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"AI in cancer detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Interactivity; The Internet; Internet access; Computer science; Virtual microscopy; Videoconferencing; Quality (philosophy); Medical education; Multimedia; Medicine; World Wide Web; Psychology; Pathology; Pedagogy","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":[0.005665351,0.0005348835,0.000273653,0.001680019,0.01174912,0.009169241,0.003337329,0.003180377,0.02165128],"category_scores_gemma":[0.006103287,0.0007886581,0.0006661545,0.001943924,0.00795678,0.004578808,0.007414214,0.005797591,0.002498328],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07524177,"about_ca_system_score_gemma":0.1400703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8109103,"about_ca_topic_score_gemma":0.9189402,"domain_scores_codex":[0.9951802,0.001068552,0.0001177566,0.0007471179,0.001737805,0.001148496],"domain_scores_gemma":[0.9880058,0.0006793284,0.0002811787,0.0008056546,0.002945523,0.007282562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003598878,0.0005947172,0.01100776,0.0005214672,0.00005065882,0.00147989,0.01756421,0.004406582,0.009528787,0.3738009,0.1917967,0.3888884],"study_design_scores_gemma":[0.0001842979,0.0002402941,0.01135614,0.0002968348,0.00002123861,0.0006027739,0.006400544,0.003880247,0.001634711,0.03760714,0.9376442,0.0001315706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1133325,0.004659635,0.2321118,0.3104304,0.005963636,0.001200922,0.0007326104,0.003707043,0.3278613],"genre_scores_gemma":[0.4931369,0.004098175,0.2421017,0.03072987,0.0008079379,0.0008795576,0.000495708,0.001038289,0.2267118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9247582,"threshold_uncertainty_score":0.5459198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526968298157963,"score_gpt":0.2349110552717816,"score_spread":0.219641372290202,"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."}}