{"id":"W3128469366","doi":"10.1016/j.jcjo.2020.12.012","title":"COVID-19 and continuing professional development: an opportunity for inclusion","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Inclusion (mineral); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Continuing professional development; Political science; Professional development; Virology; Medicine; Sociology; Medical education; Social science; Outbreak; Infectious disease (medical specialty); Disease","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":[0.0004054196,0.00006921469,0.0002141023,0.0001496184,0.0003488861,0.00001035355,0.00005800539,0.00008468221,0.002318642],"category_scores_gemma":[0.001502664,0.00006003044,0.00004220748,0.00007026224,0.00009158155,0.00006260792,0.00003819944,0.0001652148,8.27807e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266304,"about_ca_system_score_gemma":0.009993432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267932,"about_ca_topic_score_gemma":0.0002174195,"domain_scores_codex":[0.9993002,0.00006563402,0.00026757,0.000102364,0.00007973317,0.0001844487],"domain_scores_gemma":[0.9972242,0.000115439,0.0001157656,0.00007136232,0.0003412377,0.002132062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001133858,0.0006510241,0.4070916,0.001236942,0.0004899129,0.4718274,0.03376571,0.00001917521,0.01310954,0.007139955,0.01388138,0.04965342],"study_design_scores_gemma":[0.002618242,0.0008507257,0.1469939,0.0002705595,0.0000854306,0.76389,0.002239603,0.00004623099,0.0007180577,0.005702994,0.07639382,0.0001904168],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914392,0.000453288,0.0001324682,0.004884078,0.0004045454,0.0001075191,0.00001743395,0.000001705806,0.002559745],"genre_scores_gemma":[0.9920135,0.000002686112,0.003835184,0.0006755015,0.0001113326,0.000004004637,0.00005169399,0.000007472336,0.003298656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2920626,"threshold_uncertainty_score":0.9985934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0646805180473295,"score_gpt":0.3567894228162855,"score_spread":0.292108904768956,"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."}}