{"id":"W3130421808","doi":"10.3899/jrheum.201682","title":"GRAPPA 2019 Research Recipient Awards Report","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Arthritis; Plaque psoriasis; Internal medicine; Dermatology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01612932,0.001378018,0.001160383,0.003579787,0.001895588,0.007447305,0.002358892,0.004995383,0.228123],"category_scores_gemma":[0.01700087,0.0006420788,0.001531301,0.002263169,0.0005454256,0.002125462,0.007256935,0.00510243,0.1950703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635821,"about_ca_system_score_gemma":0.01728595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003539848,"about_ca_topic_score_gemma":0.00576362,"domain_scores_codex":[0.9888459,0.001589023,0.0005032653,0.0006763181,0.005499629,0.00288592],"domain_scores_gemma":[0.9665935,0.0009734914,0.001130786,0.001414687,0.01335645,0.01653109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001283702,0.00007145328,0.000383556,0.0000629282,0.000009566682,0.00005230881,0.00001020182,0.00002567617,0.0001499123,0.001136975,0.9801171,0.01785189],"study_design_scores_gemma":[0.00005940074,0.0001051166,0.001349899,0.00006601086,0.000008754878,0.00008875517,0.00004447646,0.00004826249,0.0001621046,0.0003900166,0.9976655,0.00001176883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006943745,0.01208132,0.006304157,0.1764375,0.2591748,0.003283417,0.07815754,0.004843652,0.4527738],"genre_scores_gemma":[0.02318849,0.01082716,0.008408117,0.03841802,0.02986115,0.002599324,0.1027832,0.002070536,0.7818441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.228123,"threshold_uncertainty_score":0.7631475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217793796792082,"score_gpt":0.3165473816117732,"score_spread":0.2743694436438524,"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."}}