{"id":"W4383556584","doi":"10.3899/jrheum.2023-0524","title":"GRAPPA 2021 Pilot Grant Award Reports","year":2023,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Family medicine; Library science; Medical education; Medical physics; Dermatology","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":[0.02962429,0.0007882231,0.0007108105,0.002136005,0.001890541,0.004338897,0.001990022,0.002464239,0.09969421],"category_scores_gemma":[0.04063293,0.0005374641,0.001022708,0.001665221,0.0005308312,0.00140976,0.005674897,0.003355382,0.0401892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050467,"about_ca_system_score_gemma":0.02705225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007883163,"about_ca_topic_score_gemma":0.009963254,"domain_scores_codex":[0.9841688,0.003633553,0.0006210126,0.00050665,0.007916363,0.003153731],"domain_scores_gemma":[0.9500427,0.004174568,0.001525859,0.001995572,0.0214955,0.02076583],"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":[0.0003536592,0.0002684116,0.001264494,0.00008987011,0.00002152921,0.00009116035,0.000051916,0.00006176517,0.0001640511,0.001550848,0.9597339,0.03634845],"study_design_scores_gemma":[0.0006188261,0.0009389419,0.008239536,0.0001794124,0.00003226864,0.0002571381,0.0002549182,0.000136769,0.0003638769,0.001008083,0.9879375,0.00003273362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04248992,0.008847882,0.008988282,0.1827184,0.09785204,0.01551589,0.0982985,0.004942358,0.5403467],"genre_scores_gemma":[0.1126537,0.01041575,0.02275075,0.04472084,0.01524779,0.01245943,0.1584972,0.00198092,0.6212736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09969421,"threshold_uncertainty_score":0.3335104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547039358328897,"score_gpt":0.2822463678862079,"score_spread":0.256775974302919,"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."}}