{"id":"W3093719277","doi":"10.1016/j.jcjo.2020.09.021","title":"Perspectives on virtual ophthalmology education among Canadian medical students","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Ophthalmology; Optometry; Medical education; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004400977,0.0003410163,0.0003828453,0.001543915,0.02137898,0.01356873,0.001796321,0.004794188,0.02706495],"category_scores_gemma":[0.007188817,0.0003137839,0.0006062138,0.002398657,0.005502841,0.00218614,0.005745257,0.00749754,0.001175039],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03544697,"about_ca_system_score_gemma":0.07332596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.71081,"about_ca_topic_score_gemma":0.8587589,"domain_scores_codex":[0.9919778,0.001282085,0.0001304181,0.0003105092,0.002003891,0.004295185],"domain_scores_gemma":[0.9702504,0.001769388,0.001396245,0.000150998,0.004620661,0.02181233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003512157,0.0006968866,0.09963834,0.0008925301,0.00007045955,0.003840048,0.107095,0.0004121411,0.001976265,0.06045924,0.5931497,0.1314184],"study_design_scores_gemma":[0.00006445497,0.0002154221,0.06822617,0.001499672,0.00004406506,0.001160438,0.2838204,0.000178413,0.0003551282,0.002805761,0.641502,0.0001281495],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1802385,0.01522102,0.0002852771,0.6495534,0.00950541,0.00004431825,0.0002685035,0.00004187864,0.1448418],"genre_scores_gemma":[0.8483424,0.01225936,0.0003189648,0.09353387,0.002980264,0.0000303412,0.0001550745,0.00003748378,0.04234226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.964553,"threshold_uncertainty_score":0.5817862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0866141144176895,"score_gpt":0.4591706000755171,"score_spread":0.3725564856578276,"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."}}