{"id":"W2339523494","doi":"10.3899/jrheum.160272","title":"Canadian Rheumatology Association Meeting, February 17-20, 2016. Introduction, Abstracts, Author Index","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Medicine; Library science; Best practice; Family medicine; Watson; Medical education; Internal medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003237101,0.000179477,0.0007311656,0.0004913001,0.0002419511,0.00001592702,0.000349855,0.000340766,0.001101198],"category_scores_gemma":[0.002422365,0.00009991325,0.0001450313,0.0002148165,0.0001852321,0.0002167872,0.00004986233,0.0006682209,0.0003188379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006261403,"about_ca_system_score_gemma":0.002021562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03209373,"about_ca_topic_score_gemma":0.03607038,"domain_scores_codex":[0.9971223,0.0004350545,0.001229542,0.0001535844,0.0004345813,0.0006249072],"domain_scores_gemma":[0.9969236,0.0005576619,0.001177676,0.000360561,0.0006910628,0.0002894171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003909365,0.00004734065,0.5677177,0.00003635762,0.0003160086,0.00001989127,0.0003659497,0.0000153147,0.001488486,0.0002578455,0.4266286,0.002715522],"study_design_scores_gemma":[0.005272525,0.0008705604,0.5252096,0.0006582868,0.0002218212,0.0206934,0.001346389,0.00005826348,0.0007056209,0.00207601,0.4425243,0.0003632336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586578,0.001201969,0.0001331455,0.1372028,0.0008812145,0.0001807367,0.000004652807,0.00002349885,0.001714164],"genre_scores_gemma":[0.9896513,0.001786646,0.0000570983,0.0002662613,0.00006738288,0.000003788423,0.000004444643,0.00002919581,0.008133858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369365,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014381479569424,"score_gpt":0.2625237193837243,"score_spread":0.2523799045880301,"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."}}