{"id":"W3016326660","doi":"10.1096/fasebj.2020.34.s1.05051","title":"Can integrated interactive modules help enhance learning of anatomy, physiology, embryology and clinical sciences of the cardiovascular system?","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Presentation (obstetrics); Pace; Context (archaeology); Physiology; Curriculum; Computer science; Medical education; Anatomy; Psychology; Medicine; Biology; Radiology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.000456654,0.0000636331,0.0001987993,0.00002493657,0.00006771213,0.000006816394,0.000194487,0.00004580687,0.000004937226],"category_scores_gemma":[0.0001455787,0.00003327823,0.0001045396,0.0001802174,0.0003262534,0.00003178988,0.0000352012,0.0004527809,6.676751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001772533,"about_ca_system_score_gemma":0.00003123969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003554894,"about_ca_topic_score_gemma":0.000001649904,"domain_scores_codex":[0.999361,0.0001520013,0.0002229481,0.00007297576,0.00009446682,0.00009657453],"domain_scores_gemma":[0.9996579,0.00010826,0.00006915125,0.000073039,0.00004234838,0.00004930055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008346522,0.00007168623,0.007877554,0.001461383,0.002497402,0.000005875308,0.007517511,0.2405119,0.6904361,0.001127153,0.00066004,0.04774997],"study_design_scores_gemma":[0.0008220688,0.0005954067,0.1060273,0.001026415,0.0003771383,0.0003184177,0.01412189,0.6472568,0.2276278,0.0003185534,0.001153405,0.000354783],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948776,0.001062741,0.002917118,0.0005086056,0.0005171296,0.00004033487,0.000002887849,0.00001958243,0.00005399663],"genre_scores_gemma":[0.9995055,0.0002047143,0.0001221688,0.00001642818,0.0001414929,0.000001014928,4.79963e-7,0.000005130615,0.000003104768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4628083,"threshold_uncertainty_score":0.1967133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335193226529459,"score_gpt":0.2531851199865401,"score_spread":0.2398331877212455,"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."}}