{"id":"W4377242406","doi":"10.1002/jvc2.169","title":"Collaboration in the management of psoriasis and psoriatic arthritis: A survey of joint working in UK clinical practice","year":2023,"lang":"en","type":"article","venue":"JEADV Clinical Practice","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag","keywords":"Medicine; Psoriatic arthritis; Rheumatology; Family medicine; Quarter (Canadian coin); Psoriasis; Internal medicine; Alternative medicine; Dermatology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002490585,0.0001209023,0.0003026218,0.001320978,0.0004972054,0.0009464601,0.0003760208,0.0007179183,0.001800281],"category_scores_gemma":[0.01012092,0.0003037931,0.0002325719,0.001598294,0.0006182796,0.0008410677,0.001529168,0.0004655766,0.0002797126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257412,"about_ca_system_score_gemma":0.00108788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155246,"about_ca_topic_score_gemma":0.01871406,"domain_scores_codex":[0.9932581,0.003115239,0.001262094,0.0004827664,0.001354328,0.0005274417],"domain_scores_gemma":[0.9822484,0.003582901,0.009998057,0.0002735943,0.001429271,0.002467657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005124822,0.00007148028,0.9806175,0.0002209406,0.00003235957,0.0002829665,0.008284227,0.00003871043,0.000253067,0.00003131534,0.000970912,0.00914515],"study_design_scores_gemma":[0.000009806467,0.0002165976,0.9872592,0.0001956998,0.0000108456,0.0005476869,0.01035546,0.0001038686,0.00003716619,0.00001501258,0.001238161,0.00001056532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975763,0.0009249651,0.00004861214,0.0005265414,0.000009858068,0.00002569641,0.0001933311,0.00000309358,0.0006916063],"genre_scores_gemma":[0.9990395,0.0004956154,0.00008295607,0.0001488699,0.000009321288,0.00002854428,0.00006473156,0.000001349681,0.0001290675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02155246,"threshold_uncertainty_score":0.04285401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435827629577671,"score_gpt":0.4663744032934284,"score_spread":0.3227916403356613,"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."}}