{"id":"W2471329098","doi":"10.1177/0961203316655213","title":"Treatment pathways in an inception lupus cohort over the first three years","year":2016,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; GlaxoSmithKline (Canada); Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Systemic lupus erythematosus; Cohort; Demographics; Systemic lupus; Disease; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001143636,0.0002005057,0.0005009529,0.001054637,0.0006845894,0.001484476,0.0005628987,0.0003944639,0.001656556],"category_scores_gemma":[0.004077933,0.0001855882,0.0004901318,0.001476027,0.0001951848,0.000707346,0.0006984387,0.0008899349,0.0002644084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008179352,"about_ca_system_score_gemma":0.0009785295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367744,"about_ca_topic_score_gemma":0.01330011,"domain_scores_codex":[0.9988701,0.0002356279,0.0001232438,0.000293852,0.0002237338,0.000253452],"domain_scores_gemma":[0.995086,0.0006211249,0.003010995,0.0001480469,0.0003581939,0.0007755884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001529682,0.00004403627,0.9962303,0.00000723232,0.00001902926,0.0001092201,0.0001624581,0.00003110916,0.0001443463,0.00002473306,0.0001305373,0.002944039],"study_design_scores_gemma":[0.00001640023,0.0001384987,0.9977308,0.00001461528,0.00002445566,0.0009144513,0.0003622324,0.0002425266,0.00006620635,0.00004486577,0.0004381292,0.000006831235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982458,0.0005559321,0.00006440569,0.0001435381,0.000005723928,0.00001449836,0.0005515389,0.000006227942,0.00041237],"genre_scores_gemma":[0.9983521,0.0002901754,0.0001721385,0.0001123377,0.00001868042,0.00001869625,0.0007765783,0.000005400988,0.0002538415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367744,"threshold_uncertainty_score":0.02719569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218306967921264,"score_gpt":0.292436402395355,"score_spread":0.2602533327161424,"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."}}