{"id":"W3003896203","doi":"","title":"#MakeRheum for rheumatology: testing novel ways to increase interest in rheumatology by Canadian undergraduate and postgraduate medical trainees","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Western University; University of Calgary; McGill University; Canadian Rheumatology Association; University of Alberta; University of Saskatchewan; University of Toronto; Dalhousie University; McMaster University","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009724512,0.0006912885,0.0007225926,0.001631667,0.006884518,0.004577912,0.002228733,0.002147438,0.06693054],"category_scores_gemma":[0.04449437,0.0007617609,0.0009963186,0.001763224,0.001259029,0.002262915,0.003941818,0.002530422,0.009887891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02162388,"about_ca_system_score_gemma":0.08021327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7060581,"about_ca_topic_score_gemma":0.8955385,"domain_scores_codex":[0.9911888,0.001853893,0.0004235729,0.0005356059,0.003393821,0.002604221],"domain_scores_gemma":[0.9452149,0.009793012,0.002763415,0.001427765,0.0155876,0.02521335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002074007,0.002742433,0.2062673,0.0007359529,0.0001080357,0.0001794908,0.00504004,0.0001241702,0.001176678,0.001754746,0.5614944,0.2183027],"study_design_scores_gemma":[0.002187846,0.002810774,0.6788529,0.0008355356,0.0004337604,0.0001498083,0.01355006,0.0007585246,0.002261131,0.001122126,0.2967356,0.0003019758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5855564,0.003243458,0.002214133,0.1334996,0.006256746,0.01081544,0.0313302,0.001719663,0.2253645],"genre_scores_gemma":[0.7778012,0.002092384,0.02806206,0.02388281,0.0009217661,0.008690962,0.007208325,0.0003885969,0.1509519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7060581,"threshold_uncertainty_score":0.591346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037063311427646,"score_gpt":0.2978503881871411,"score_spread":0.2607870767594951,"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."}}