{"id":"W2140368251","doi":"10.1093/rheumatology/ker422","title":"The sensitivity and specificity of pain diagrams in rheumatic disease referrals","year":2012,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Arthritis; Inflammatory arthritis; Medical diagnosis; Arthropathy; Physical therapy; Osteoarthritis; Pathology","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":[0.003612325,0.000539413,0.0004536705,0.002534799,0.0002246598,0.001186093,0.0006574797,0.00109026,0.00224276],"category_scores_gemma":[0.03503745,0.0004964392,0.0006101712,0.0008848125,0.0006119119,0.001035718,0.001228685,0.0004980901,0.0006692806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641897,"about_ca_system_score_gemma":0.0003069575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412465,"about_ca_topic_score_gemma":0.001536052,"domain_scores_codex":[0.995565,0.001611554,0.0006841679,0.0006221221,0.001066969,0.00045017],"domain_scores_gemma":[0.9781746,0.01187305,0.006838758,0.0005934708,0.00164206,0.0008780666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001677457,0.00001972943,0.9940152,0.00004542485,0.000034683,0.0001258282,0.000110574,0.0001561489,0.0004092633,0.00001525766,0.0001283109,0.004771861],"study_design_scores_gemma":[0.00001995272,0.0001481877,0.9950906,0.00006497098,0.00005746282,0.001941356,0.0002982737,0.001610813,0.000386782,0.00007218183,0.0002982726,0.00001122053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962143,0.001076216,0.000595696,0.0001213285,0.00003364341,0.00003411529,0.0003606991,0.00003567925,0.001528285],"genre_scores_gemma":[0.9989516,0.0001404619,0.0004876895,0.00002254075,0.00002772945,0.00001769873,0.0002562784,0.000004255809,0.00009178658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003612325,"threshold_uncertainty_score":0.019104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736872391344474,"score_gpt":0.282598725419901,"score_spread":0.2552300015064562,"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."}}