{"id":"W2167819175","doi":"10.1007/bf03341792","title":"Undergraduate Histology Education: Fostering an Engaging and Interactive Environment is the Key","year":2012,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Clinical Research Institute; McGill University","funders":"","keywords":"Virtual microscopy; Medical education; Discussion board; Cohort; Psychology; Class (philosophy); Mathematics education; Medicine; Computer science; Multimedia; Pathology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00580089,0.000819906,0.000617261,0.0007039442,0.001759629,0.006573781,0.002233334,0.003262726,0.02806355],"category_scores_gemma":[0.01138216,0.0003148033,0.0006283057,0.0002691038,0.001554485,0.003479517,0.009242474,0.004380284,0.01001553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006539452,"about_ca_system_score_gemma":0.003276397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535989,"about_ca_topic_score_gemma":0.0008397587,"domain_scores_codex":[0.9962399,0.00190503,0.0001025904,0.0002784795,0.00103013,0.0004437889],"domain_scores_gemma":[0.9804419,0.004745171,0.0009488337,0.0005707057,0.001310881,0.01198247],"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":[0.000181034,0.003596195,0.01054829,0.001918448,0.0000736701,0.001912543,0.01626782,0.001122004,0.0331835,0.02495897,0.2252342,0.6810033],"study_design_scores_gemma":[0.00009100576,0.001317817,0.01487229,0.00174918,0.00006703774,0.008232403,0.02289309,0.002375753,0.01244109,0.068446,0.8673097,0.0002044718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.147213,0.01726087,0.3370803,0.2742872,0.01744909,0.001123665,0.0003031305,0.009441134,0.1958417],"genre_scores_gemma":[0.4954686,0.01167071,0.3206123,0.04297073,0.007722811,0.0009107205,0.0004325125,0.001614679,0.118597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02806355,"threshold_uncertainty_score":0.09388191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656728784547763,"score_gpt":0.2652677023099376,"score_spread":0.24870041446446,"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."}}