{"id":"W6902069728","doi":"10.6084/m9.figshare.21621903.v1","title":"Additional file 3 of Recommendations for the treatment of rheumatoid arthritis in Saudi Arabia: adolopment of the 2021 American College of Rheumatology guidelines","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rheumatoid arthritis; Rheumatology; MEDLINE; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003385163,0.0009919882,0.001871485,0.004537122,0.0007471627,0.002245557,0.001817824,0.002007201,0.8892357],"category_scores_gemma":[0.06352927,0.0007499558,0.00219329,0.005859028,0.0003238009,0.002709592,0.001252899,0.001477844,0.1663848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495395,"about_ca_system_score_gemma":0.004220485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01398035,"about_ca_topic_score_gemma":0.02810551,"domain_scores_codex":[0.9976268,0.0006843884,0.000716997,0.0002242003,0.000561332,0.0001862188],"domain_scores_gemma":[0.9427227,0.04075246,0.005227712,0.0009107879,0.009337445,0.001048804],"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":[0.0003228032,0.00003893874,0.000491731,0.01189337,0.00006572351,0.00003451608,0.00003403937,0.0001620113,0.00002102556,0.0008957747,0.9698304,0.01620985],"study_design_scores_gemma":[0.00665402,0.000153047,0.008290689,0.03725179,0.0005246256,0.0003095437,0.0002288522,0.0006949757,0.000204557,0.01018487,0.9353916,0.0001114647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001709359,0.0008362724,0.0002989366,0.001996286,0.0002358725,0.001069295,0.9837376,0.0002354749,0.01141935],"genre_scores_gemma":[0.01540619,0.006797862,0.01428794,0.01281289,0.00170654,0.01158575,0.8496616,0.001146089,0.0865951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8892357,"threshold_uncertainty_score":0.1579917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403999567667201,"score_gpt":0.3065128107160267,"score_spread":0.2624728150393547,"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."}}