{"id":"W2610527032","doi":"10.3899/jrheum.170148","title":"Psoriasis and Psoriatic Arthritis Clinics Multicenter Advancement Network Consortium (PPACMAN) Survey: Benefits and Challenges of Combined Rheumatology-dermatology Clinics","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Rheumatology; Dermatology; Family medicine; Multicenter study; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003353401,0.0001032164,0.0002459881,0.0004903285,0.0005709967,0.0008261175,0.000345825,0.000517768,0.001628084],"category_scores_gemma":[0.009698263,0.0001155337,0.0002100977,0.001173412,0.0002483255,0.0009590545,0.001021611,0.0005413081,0.0001226497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055188,"about_ca_system_score_gemma":0.001330084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367468,"about_ca_topic_score_gemma":0.0498945,"domain_scores_codex":[0.9947692,0.002996664,0.0004312125,0.0002865983,0.001133919,0.0003824199],"domain_scores_gemma":[0.9934856,0.002113519,0.002063754,0.0002005499,0.0008587497,0.001277752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009096658,0.00009547392,0.9805734,0.000047962,0.00004653466,0.00004943777,0.0002432784,0.00003727697,0.00008417343,0.00008768334,0.002734088,0.01590974],"study_design_scores_gemma":[0.00001554516,0.00005161436,0.9976293,0.00004871348,0.00002423115,0.0001399354,0.0009675308,0.0001601002,0.00002294444,0.00003767471,0.0008981116,0.000004253477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722977,0.002372751,0.0001906564,0.01687259,0.00007294321,0.00004610502,0.001224496,0.00001457248,0.006908332],"genre_scores_gemma":[0.9977363,0.0005250222,0.0001767709,0.001007221,0.0000832521,0.00001726107,0.0002780466,0.000002777411,0.0001733371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367468,"threshold_uncertainty_score":0.02719015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200833468495933,"score_gpt":0.3144779952069932,"score_spread":0.2724696605220339,"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."}}