{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008320058,0.00008063302,0.0001679644,0.00007177897,0.00007986334,0.00003190576,0.0005686886,0.00009225585,0.0002324988],"category_scores_gemma":[0.000351597,0.00007354104,0.0001081617,0.0001712586,0.00003822032,0.0001349364,0.00004524652,0.0002161079,0.0000280762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009627221,"about_ca_system_score_gemma":0.0003909782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007966939,"about_ca_topic_score_gemma":9.611538e-7,"domain_scores_codex":[0.9986519,0.0001540519,0.0006541735,0.0001077655,0.0003289765,0.0001031629],"domain_scores_gemma":[0.9981244,0.0002857483,0.0007115461,0.0002877208,0.0004303592,0.0001602109],"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":[0.0002150163,0.00151899,0.006399534,0.00009603513,0.0001633172,5.699009e-7,0.01643485,0.000006906067,0.004184649,0.02622409,0.03727252,0.9074835],"study_design_scores_gemma":[0.002816377,0.001316931,0.3250807,0.0003221871,0.0002332428,0.0001659329,0.03101988,0.000483318,0.001220077,0.002365445,0.6345323,0.0004435767],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6559821,0.01416242,0.03736617,0.271437,0.00205698,0.001344353,0.00001853244,0.00006407055,0.01756834],"genre_scores_gemma":[0.973103,0.0002644142,0.02027873,0.005371236,0.0006910375,0.00005759621,0.00006403683,0.00001783894,0.0001521479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9070399,"threshold_uncertainty_score":0.2998916,"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."}}