{"id":"W6940182284","doi":"10.6084/m9.figshare.c.6008132.v1","title":"Piloting ‘Virtual Ward’: a novel platform for delivering medical student education by residents","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Mentorship; Modalities; Likert scale; Intervention (counseling); Virtual patient; Medical school; Core Knowledge; Core competency","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":[0.002562646,0.0004654712,0.0001902425,0.0003233092,0.0006389911,0.0009319338,0.0012263,0.000591489,0.01169977],"category_scores_gemma":[0.005669572,0.0002264847,0.0004506469,0.0001496648,0.0005058684,0.0009726686,0.002866586,0.0008273945,0.001967565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230907,"about_ca_system_score_gemma":0.0009528188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002947806,"about_ca_topic_score_gemma":0.0007456416,"domain_scores_codex":[0.9986766,0.0008426859,0.00004510007,0.00009562748,0.0001420234,0.0001978915],"domain_scores_gemma":[0.9963962,0.001171158,0.0002364804,0.0003416835,0.0002484735,0.001605958],"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":[0.001291616,0.0111672,0.02500811,0.00111368,0.00007042132,0.001939914,0.01593084,0.003417721,0.03115961,0.002297036,0.0683471,0.8382568],"study_design_scores_gemma":[0.003283918,0.1172706,0.1523819,0.001979505,0.000380473,0.01104603,0.04713158,0.0415221,0.07737989,0.00938391,0.5373829,0.0008571966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242772,0.0002255961,0.04873535,0.002886485,0.00071437,0.001838607,0.0003416535,0.002918386,0.01806226],"genre_scores_gemma":[0.8912256,0.000269575,0.09763248,0.0009253399,0.0003174679,0.001514167,0.0002682336,0.0001610713,0.007686146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169977,"threshold_uncertainty_score":0.03913963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985323766064272,"score_gpt":0.2779658298837266,"score_spread":0.2481125922230839,"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."}}