{"id":"W2163290578","doi":"10.3899/jrheum.101073","title":"Diagnostic and Prognostic Value of Genetics in Undifferentiated Peripheral Inflammatory Arthritis: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"Pfizer","keywords":"Medicine; Arthritis; Inflammatory arthritis; Value (mathematics); Internal medicine; Bioinformatics","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":[0.01049935,0.001430439,0.009393886,0.01214207,0.0005250578,0.002206865,0.001929561,0.002017192,0.002935084],"category_scores_gemma":[0.06736995,0.001069999,0.007108881,0.01226264,0.001252331,0.002156999,0.001262625,0.000823965,0.0002244932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338774,"about_ca_system_score_gemma":0.009808863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007861696,"about_ca_topic_score_gemma":0.01866388,"domain_scores_codex":[0.9886806,0.004800041,0.003612225,0.0008358241,0.001791395,0.0002800076],"domain_scores_gemma":[0.9283212,0.05583218,0.01108499,0.0006084027,0.003639926,0.0005131675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004539109,0.00002062413,0.006412635,0.9404101,0.02892259,0.0002221267,0.0001728818,0.0001228,0.00009672822,0.000121112,0.0007582914,0.02228616],"study_design_scores_gemma":[0.0009290025,0.0003769376,0.0212593,0.7541255,0.2155982,0.001085318,0.0003170525,0.0002837086,0.0001802029,0.0002854999,0.00549037,0.00006899893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00371576,0.9950716,0.0001111023,0.0002431413,0.00007624349,0.0002388658,0.0003717147,0.000007290308,0.0001642914],"genre_scores_gemma":[0.09918277,0.8973538,0.00132422,0.0005861299,0.0001720345,0.000792138,0.000487583,0.000006348567,0.00009489792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01214207,"threshold_uncertainty_score":0.05552655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239944960878995,"score_gpt":0.3102375442265916,"score_spread":0.2878380946178016,"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."}}