{"id":"W24220251","doi":"10.1097/rli.0000000000000003","title":"Clinical outcomes, quality of life and diagnostic uncertainty in the first year in polymyalgia rheumatica: A prospective cohort study","year":2006,"lang":"en","type":"article","venue":"Investigative Radiology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Polymyalgia rheumatica; Medicine; Prospective cohort study; Cohort; Quality of life (healthcare); Cohort study; Quality (philosophy); Internal medicine; Disease; Giant cell arteritis; Vasculitis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415811,0.0001338282,0.0007612608,0.0001016575,0.00004593893,0.000004609518,0.0000891561,0.0001529897,0.00002233162],"category_scores_gemma":[0.005713803,0.0000833017,0.00008060106,0.0002758974,0.001209475,0.00002838567,0.00003143369,0.0004663827,0.000005809252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005973484,"about_ca_system_score_gemma":0.0001376148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767141,"about_ca_topic_score_gemma":0.002819757,"domain_scores_codex":[0.9976748,0.0008523018,0.000838019,0.0002979424,0.0001497037,0.0001872715],"domain_scores_gemma":[0.9963965,0.00303477,0.0001741384,0.0002523939,0.00006934408,0.000072819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003383116,0.000594784,0.9873573,0.0000250372,0.0001620065,0.00002999252,0.001470262,0.00003364177,0.000003504123,0.009952464,0.0003229718,0.00001416989],"study_design_scores_gemma":[0.003927709,0.0004905305,0.9828546,0.00006851884,0.00006043358,0.00001468713,0.001452741,0.00003944266,0.000001021268,0.01099733,0.000009868628,0.00008313614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948538,0.0003056221,0.000005668703,0.002718091,0.00006835914,0.001508474,0.00001718143,0.00001226919,0.0005105351],"genre_scores_gemma":[0.9992139,0.00006896344,0.00009050913,0.0003553905,0.00003616928,0.0001877851,0.00002019695,0.000007807736,0.00001923053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00450275,"threshold_uncertainty_score":0.6840369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118930253568828,"score_gpt":0.3297941941021902,"score_spread":0.2986048915665019,"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."}}