{"id":"W4250365273","doi":"10.1002/9781118445112.stat05588","title":"Rheumatology","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Rheumatology; Medicine; Internal medicine; Medical physics; Family medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000172147,0.0006039299,0.001365689,0.0005573823,0.00008748482,0.00005458373,0.0003333286,0.000514929,0.01613798],"category_scores_gemma":[0.0005175319,0.0005199549,0.00009128916,0.0001957556,0.00053682,0.00002996391,0.0001287486,0.0009328449,0.002076706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007269068,"about_ca_system_score_gemma":0.0005437487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006960207,"about_ca_topic_score_gemma":0.001750737,"domain_scores_codex":[0.9968258,0.0001651863,0.0006589398,0.0007196697,0.0007753929,0.0008550217],"domain_scores_gemma":[0.9976639,0.0002366764,0.0003771984,0.0009129017,0.0002495574,0.0005597989],"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":[0.000132535,0.0003359736,0.0008204786,0.0005562336,0.0003223822,0.0001860051,0.0000400346,2.985291e-7,0.00003122633,0.02815398,0.9100169,0.05940394],"study_design_scores_gemma":[0.002023967,0.0006713861,0.0002608085,0.002138857,0.00002857117,0.0002165424,0.00004550916,0.0002157884,0.000005934587,0.003398987,0.9904925,0.0005011886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007237854,0.05413211,0.1431912,0.0016203,0.002141188,0.003506903,0.07532396,0.002462985,0.7168975],"genre_scores_gemma":[0.001730538,0.2334203,0.1407059,0.0004727931,0.0003370571,0.00008500872,0.02160871,0.00138593,0.6002538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1792882,"threshold_uncertainty_score":0.9997252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855110433739004,"score_gpt":0.3243237726901421,"score_spread":0.295772668352752,"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."}}