{"id":"W3103564884","doi":"10.15694/mep.2020.000253.1","title":"Providing Feedback for Learners in Virtual Visits Using a Standardized Direct Observation Assessment Form","year":2020,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Competence (human resources); Virtual patient; Medical education; Competency assessment; Instructional simulation; Virtual learning environment; Medicine; Pandemic; Process (computing); Primary care; Psychology; Nursing; Coronavirus disease 2019 (COVID-19); Family medicine; Computer science; Pedagogy; Educational technology","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":[0.007925664,0.0005584818,0.000553421,0.0007125139,0.0005111785,0.0007576358,0.0006220935,0.000672463,0.01111334],"category_scores_gemma":[0.02482437,0.0001710082,0.0004777389,0.0002892929,0.0002600557,0.000597001,0.001048481,0.0007332339,0.004772062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468151,"about_ca_system_score_gemma":0.001600072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079235,"about_ca_topic_score_gemma":0.001938534,"domain_scores_codex":[0.9963371,0.001870867,0.0006593611,0.0002000081,0.0007316392,0.000201124],"domain_scores_gemma":[0.9883742,0.004030201,0.001341627,0.0008116481,0.004407384,0.001034836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002230365,0.005339663,0.08627396,0.001289177,0.0000489378,0.0009262656,0.01169274,0.001036337,0.02748468,0.0002151274,0.0369914,0.8264713],"study_design_scores_gemma":[0.00216603,0.02770115,0.6223187,0.002379898,0.0002645457,0.005841211,0.01425356,0.01405471,0.1087654,0.001522368,0.2001175,0.0006148163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243471,0.0003804542,0.03898614,0.002111265,0.0005249855,0.008737931,0.001884638,0.002225754,0.02080186],"genre_scores_gemma":[0.8678287,0.0007303254,0.1009386,0.0006812103,0.0001676544,0.006641699,0.001223863,0.0002368258,0.02155118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111334,"threshold_uncertainty_score":0.04191542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778549041173882,"score_gpt":0.371943806684613,"score_spread":0.2940889025672248,"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."}}