{"id":"W4311675900","doi":"10.3899/jrheum.220849","title":"The Development of Online Resources to Support Medical Trainees in Providing Virtual Rheumatology Care","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Pandemic; Medical education; Physical therapy; Patient care; Coronavirus disease 2019 (COVID-19); Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008515609,0.0006718593,0.0003601889,0.001302014,0.0008914516,0.003602396,0.002418939,0.00117839,0.01863094],"category_scores_gemma":[0.03191027,0.0002936062,0.0004575147,0.0007293414,0.0004273197,0.005028931,0.004340879,0.001449911,0.008318732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005901878,"about_ca_system_score_gemma":0.004309357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000822147,"about_ca_topic_score_gemma":0.001515086,"domain_scores_codex":[0.9961086,0.002523259,0.0002039127,0.0002226774,0.0006089121,0.0003326034],"domain_scores_gemma":[0.9704498,0.01205196,0.001682506,0.002038618,0.00407512,0.009701891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000589664,0.00584001,0.00943651,0.001341798,0.00004393262,0.0007182495,0.004219627,0.001461014,0.005089654,0.002768258,0.08924302,0.8792483],"study_design_scores_gemma":[0.001426217,0.007669654,0.04979381,0.0055715,0.000286167,0.002636584,0.02212114,0.04016463,0.01670422,0.01699931,0.8360767,0.0005502009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.49225,0.00210722,0.2383663,0.03116726,0.002812262,0.01717724,0.00334203,0.03198629,0.1807914],"genre_scores_gemma":[0.3629908,0.001631874,0.5906879,0.004698652,0.0007767119,0.005063858,0.004627424,0.001061268,0.0284615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863094,"threshold_uncertainty_score":0.06232673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112755845365383,"score_gpt":0.2899513269166576,"score_spread":0.2788237684630038,"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."}}