{"id":"W2089211520","doi":"10.3129/i10-093","title":"Academic screencasting: internet-based dissemination of ophthalmology grand rounds","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001468414,0.0002293459,0.0007676112,0.00122751,0.0001011124,0.000005925972,0.0004412182,0.0006280372,0.006688995],"category_scores_gemma":[0.001430986,0.000206933,0.0002079293,0.0004583093,0.0007847426,0.0001398408,0.0000283128,0.001269668,0.00002778471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042472,"about_ca_system_score_gemma":0.002625877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783164,"about_ca_topic_score_gemma":0.0000152231,"domain_scores_codex":[0.9973394,0.0003477292,0.001043965,0.0002659877,0.0002638828,0.0007390327],"domain_scores_gemma":[0.996682,0.0004816641,0.0006024836,0.0002804051,0.0007793733,0.001174002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001570278,0.0001895125,0.907953,0.0002932332,0.0001294872,0.08659416,0.0009426308,0.000002607811,0.0005004678,0.0005699301,0.0006040345,0.000650632],"study_design_scores_gemma":[0.0009815851,0.005655841,0.4656977,0.0004032864,0.00007943375,0.5233154,0.0002138698,0.00008362961,0.002823303,0.0005554061,0.00005108297,0.0001394087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518028,0.001122301,0.00008971792,0.0002937783,0.0006244581,0.0002484311,0.00001492407,0.000003845217,0.04579967],"genre_scores_gemma":[0.9966508,0.000004244925,0.0009449507,0.00003535343,0.0001584166,0.000007031675,0.00001327652,0.0000343193,0.002151661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422553,"threshold_uncertainty_score":0.994219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1922849413864306,"score_gpt":0.4538676694932296,"score_spread":0.261582728106799,"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."}}