{"id":"W4385564446","doi":"10.1017/cjn.2023.266","title":"Assessment of Neurology Residency Program Websites across North America during COVID-19","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medical education; 2019-20 coronavirus outbreak; Residency training; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; MEDLINE; Family medicine; Medicine; Psychology; Political science; Continuing education; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009232022,0.0002610641,0.0003558102,0.008793934,0.002737507,0.002831466,0.0009267018,0.0005256164,0.003568489],"category_scores_gemma":[0.03230688,0.0004022936,0.0003679538,0.007644279,0.001010631,0.002245324,0.003484284,0.0007156681,0.000440263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004841714,"about_ca_system_score_gemma":0.006901667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016061,"about_ca_topic_score_gemma":0.2511703,"domain_scores_codex":[0.9939926,0.001572993,0.0007987163,0.0005046143,0.002294178,0.0008368136],"domain_scores_gemma":[0.9461934,0.00960598,0.01288742,0.0009506727,0.02060407,0.009758544],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001320519,0.000186606,0.9359367,0.0003537931,0.00006516056,0.0003247351,0.02752188,0.0001676205,0.0007231808,0.0004712924,0.007215417,0.02690158],"study_design_scores_gemma":[0.000003148071,0.0000464959,0.9659091,0.0001133863,0.000009141444,0.00010666,0.02837683,0.0001964047,0.0001244384,0.00003222806,0.005063376,0.00001884963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988121,0.0003535738,0.0002285457,0.0005288247,0.00003104392,0.000164163,0.002280747,0.00003064137,0.008261281],"genre_scores_gemma":[0.9939047,0.000349214,0.001132001,0.0002898207,0.00002742342,0.00024393,0.002288247,0.00003312738,0.001731572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.990768,"threshold_uncertainty_score":0.2020293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989447806043122,"score_gpt":0.3658901318344736,"score_spread":0.3059956537740424,"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."}}