{"id":"W2346868538","doi":"","title":"Southern Alberta Vasculitis Patient Registry: Creation and Utility","year":2015,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Natural history; Incidence (geometry); Disease; Disease registry; Triage; Vasculitis; Clinical trial; Family medicine; Intensive care medicine; Internal medicine; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.009178056,0.0005230132,0.0007111839,0.005995161,0.001412556,0.002828524,0.002751671,0.0006374011,0.01145019],"category_scores_gemma":[0.01970729,0.0005621334,0.0004825704,0.007521597,0.0006989291,0.001003447,0.002269675,0.0008385473,0.004607057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007528631,"about_ca_system_score_gemma":0.02763151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4027179,"about_ca_topic_score_gemma":0.4333565,"domain_scores_codex":[0.994751,0.001179404,0.0006794949,0.00076789,0.002154817,0.0004674166],"domain_scores_gemma":[0.9764227,0.003259657,0.002772505,0.003689317,0.009664596,0.004191312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001221116,0.000298916,0.4973307,0.0009327667,0.0001687366,0.0009670357,0.001136846,0.001906617,0.0005486392,0.004442276,0.3168784,0.1741679],"study_design_scores_gemma":[0.0007564086,0.0002455471,0.6162683,0.001614859,0.0002619716,0.001369594,0.001803753,0.005386222,0.0007900354,0.002042778,0.3693056,0.0001547959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1587923,0.003355915,0.01565806,0.007413522,0.0009825048,0.02164941,0.7012048,0.003190832,0.08775267],"genre_scores_gemma":[0.3714548,0.00466236,0.08481863,0.002586267,0.001244999,0.01721628,0.4952327,0.00061594,0.02216796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5972821,"threshold_uncertainty_score":0.8007476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06085048151497851,"score_gpt":0.3491712790412777,"score_spread":0.2883207975262992,"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."}}