{"id":"W4387708662","doi":"10.36834/cmej.77019","title":"Perspectives on a virtual student-led research conference in ophthalmology","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; University of Manitoba; Western University","funders":"","keywords":"Mentorship; Specialty; Event (particle physics); Ophthalmology; Medical education; Quality (philosophy); Medicine; Family medicine","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":[0.01667124,0.0006024779,0.0004314509,0.001079593,0.02675231,0.02583984,0.004295032,0.006454053,0.01585113],"category_scores_gemma":[0.02172622,0.0004138142,0.001071002,0.001009817,0.008540668,0.004762368,0.01516872,0.01219698,0.002205795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009035364,"about_ca_system_score_gemma":0.01255462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01845119,"about_ca_topic_score_gemma":0.04421166,"domain_scores_codex":[0.9744052,0.01682438,0.0003587654,0.0007494768,0.003091351,0.004570814],"domain_scores_gemma":[0.9471594,0.008933309,0.001863732,0.0008894832,0.004693299,0.03646078],"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":[0.000666198,0.001576692,0.01550566,0.0008798549,0.0001178664,0.01324351,0.3236725,0.001851705,0.003742455,0.102599,0.4577839,0.07836044],"study_design_scores_gemma":[0.00005236788,0.0004430822,0.0041202,0.0003018721,0.00002611156,0.001834993,0.3416165,0.0005032634,0.0006271839,0.003412425,0.646894,0.0001679924],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2656707,0.008494903,0.006935544,0.4426413,0.03337312,0.0003029879,0.000373638,0.0003877011,0.24182],"genre_scores_gemma":[0.9042602,0.003538917,0.003552005,0.03834206,0.007213351,0.0001896491,0.0001868863,0.0002595706,0.04245729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02675231,"threshold_uncertainty_score":0.08816701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059849144680834,"score_gpt":0.5884934983639009,"score_spread":0.3825085838958174,"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."}}