{"id":"W2741499930","doi":"10.3899/jrheum.161197","title":"The SPECTRA Collaboration OMERACT Special Interest Group: Current Research and Future Directions","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden","keywords":"Medicine; Current (fluid); Group (periodic table); Medical physics","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":[0.05717592,0.0008702811,0.001238302,0.003105264,0.001861684,0.008597634,0.002768228,0.005764555,0.05005126],"category_scores_gemma":[0.09918635,0.0004269412,0.001684101,0.002851059,0.002230911,0.006788443,0.00894611,0.004054794,0.0188032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005156359,"about_ca_system_score_gemma":0.0324342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562509,"about_ca_topic_score_gemma":0.004065698,"domain_scores_codex":[0.9642802,0.014139,0.005144642,0.002864735,0.01004371,0.003527723],"domain_scores_gemma":[0.8216529,0.03198656,0.01723949,0.007115638,0.08736679,0.03463861],"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":[0.0006394374,0.0001832566,0.008002822,0.005430109,0.00008923226,0.0003073028,0.0007238734,0.0001394226,0.0006249755,0.004460737,0.5340548,0.445344],"study_design_scores_gemma":[0.0002838919,0.0003797934,0.01062124,0.0141717,0.0001381219,0.0008508766,0.002120525,0.000366518,0.0006222143,0.006410806,0.9639614,0.00007306721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00647735,0.1823187,0.005097428,0.7023665,0.04942776,0.001032523,0.003777902,0.0006744171,0.04882736],"genre_scores_gemma":[0.1290958,0.2421577,0.05993573,0.3232104,0.1125657,0.006177815,0.02317783,0.001669105,0.10201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05717592,"threshold_uncertainty_score":0.3023788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739345619254495,"score_gpt":0.3789649814227884,"score_spread":0.3315715252302435,"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."}}