{"id":"W2954507107","doi":"10.3899/jrheum.190118","title":"Proceedings of the 2018 GRAPPA Collaborative Research Network Meeting","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Predictive value; Grant funding; Medical physics; Internal medicine; Library science; Computer science; Immunology","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":[0.0155178,0.00119691,0.001109032,0.002155276,0.002085116,0.00528688,0.002184557,0.003498464,0.1074465],"category_scores_gemma":[0.0173844,0.0005522422,0.00113722,0.001081454,0.00086089,0.002109051,0.005911898,0.004049002,0.04777928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102015,"about_ca_system_score_gemma":0.0115781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600459,"about_ca_topic_score_gemma":0.00853448,"domain_scores_codex":[0.9923177,0.003492336,0.0005444095,0.0007382683,0.0019568,0.0009504936],"domain_scores_gemma":[0.987529,0.001185409,0.0007515987,0.0006589993,0.003872921,0.006002045],"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":[0.0002093733,0.00007731743,0.0007481877,0.0002169269,0.00003033737,0.0001456076,0.0001351323,0.00006746344,0.000214708,0.001310474,0.9335554,0.06328905],"study_design_scores_gemma":[0.00003674837,0.00003246647,0.0009235189,0.0002861332,0.000009970394,0.0001174279,0.000154088,0.00006521367,0.00007576007,0.0009263279,0.9973645,0.000007904663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007598008,0.05044693,0.01126229,0.4181477,0.2417102,0.002109804,0.009288678,0.001219739,0.2582168],"genre_scores_gemma":[0.0546657,0.06071417,0.03077717,0.05765525,0.1044101,0.005650743,0.0293546,0.001516141,0.6552562],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1074465,"threshold_uncertainty_score":0.3594444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279761392536091,"score_gpt":0.3090735633558805,"score_spread":0.2862759494305196,"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."}}