{"id":"W7097285569","doi":"","title":"RESEARCH ARTICLE Open Access","year":2013,"lang":"en","type":"article","venue":"","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research article; Rheumatoid arthritis; Research design; Health services research; Open research; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005719197,0.000434557,0.0009160081,0.002611774,0.001422484,0.004630344,0.002041915,0.001655434,0.3002009],"category_scores_gemma":[0.02933433,0.0002283137,0.001074341,0.002401994,0.001505885,0.001461626,0.001503973,0.00114292,0.0526055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139844,"about_ca_system_score_gemma":0.01290315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0526387,"about_ca_topic_score_gemma":0.0491289,"domain_scores_codex":[0.9928069,0.001151347,0.0003560182,0.000636477,0.004166959,0.0008822954],"domain_scores_gemma":[0.9728587,0.005336161,0.002164756,0.003095547,0.01351194,0.003032854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003004384,0.0007958392,0.02175815,0.00161541,0.0002298678,0.0003738171,0.0003473754,0.0002094328,0.001328521,0.01143384,0.3809654,0.5779381],"study_design_scores_gemma":[0.0009901964,0.0007953625,0.06142913,0.0008053461,0.0002327426,0.0009593912,0.0006932791,0.0002602483,0.001334822,0.00470828,0.9277416,0.00004962954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05849285,0.02357728,0.002712162,0.02827855,0.01218758,0.0009632119,0.03867101,0.001321293,0.8337961],"genre_scores_gemma":[0.3431774,0.01485448,0.005402306,0.009260029,0.007390455,0.0004121328,0.03473637,0.0007174144,0.5840495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6997991,"threshold_uncertainty_score":0.9981785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711580316853871,"score_gpt":0.4975408913242569,"score_spread":0.3263828596388698,"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."}}