{"id":"W3110102207","doi":"10.5210/jbc.v44i2.11493","title":"Animating Primary Hemostasis for Medical Student Education","year":2020,"lang":"en","type":"article","venue":"Journal of Biocommunication","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Queen's University; Curtin University of Technology","keywords":"Storyboard; Animation; Hemostasis; Computer science; Multimedia; Graphics; Medicine; Computer graphics (images); Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002108856,0.0006951251,0.0002094806,0.0005440027,0.0004160384,0.001324884,0.000802475,0.0009313973,0.01747002],"category_scores_gemma":[0.008872558,0.0001613269,0.0004043321,0.0001800984,0.0005125077,0.0009228772,0.001757842,0.0009572958,0.001950246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005256179,"about_ca_system_score_gemma":0.0006157908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188697,"about_ca_topic_score_gemma":0.0007704646,"domain_scores_codex":[0.999321,0.0003838292,0.00002915292,0.00004967268,0.0001261313,0.00009014027],"domain_scores_gemma":[0.9961601,0.002650759,0.0002228223,0.0002157856,0.0002465049,0.0005039502],"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":[0.0008369182,0.006925227,0.02186585,0.002338019,0.00008100882,0.001297474,0.01653231,0.01794243,0.03592022,0.04341944,0.08966484,0.7631763],"study_design_scores_gemma":[0.0008921575,0.006414932,0.03837794,0.002452988,0.0002282744,0.004165285,0.009600762,0.1172305,0.03954669,0.07074071,0.7101165,0.0002332084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6071488,0.001117087,0.239522,0.007952825,0.0009595033,0.002033445,0.0003809328,0.00366615,0.1372193],"genre_scores_gemma":[0.7486132,0.001246295,0.2221327,0.001420873,0.0001641933,0.0008687353,0.0003525862,0.0001612108,0.02504013],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01747002,"threshold_uncertainty_score":0.05844307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462779489733567,"score_gpt":0.4249953840493466,"score_spread":0.3703675891520109,"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."}}