{"id":"W2345166439","doi":"10.3899/jrheum.160119","title":"GRAPPA 2015 Research and Education Project Reports","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute for Health and Care Research","keywords":"Medicine; Psoriatic arthritis; Delphi method; Delphi; Psoriasis; Medical physics; Physical therapy; Medical education; Dermatology","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":[0.06463743,0.001185625,0.0008622474,0.006062361,0.001565211,0.006433523,0.00301064,0.003478877,0.1127593],"category_scores_gemma":[0.07543216,0.0009954059,0.001556787,0.003412025,0.0007802262,0.002640467,0.006227746,0.005229767,0.05180406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004526474,"about_ca_system_score_gemma":0.03958275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008153884,"about_ca_topic_score_gemma":0.005994377,"domain_scores_codex":[0.9712293,0.01063871,0.002277303,0.001290253,0.01118424,0.003380322],"domain_scores_gemma":[0.9225022,0.008757168,0.004266393,0.004787749,0.03627187,0.02341459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007029204,0.0001289619,0.0004810687,0.000172113,0.00001024245,0.0000357835,0.00008784496,0.00009297622,0.00007764602,0.002133043,0.9542323,0.04247778],"study_design_scores_gemma":[0.00005082716,0.00007707281,0.001130469,0.0002768319,0.000008148624,0.0000466084,0.00007259064,0.00006072091,0.0001487403,0.0005887139,0.9975287,0.00001053762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008384769,0.01312193,0.02209253,0.318646,0.08437753,0.01279566,0.09130561,0.007992596,0.4412833],"genre_scores_gemma":[0.04728494,0.02131955,0.07499901,0.05860908,0.02362528,0.0191391,0.1694734,0.003892729,0.5816569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1127593,"threshold_uncertainty_score":0.3772174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408537466667672,"score_gpt":0.3289319202696624,"score_spread":0.2880781736028952,"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."}}