{"id":"W4224323925","doi":"10.1093/rheumatology/keac133.084","title":"P085 NRAS New2RA Right Start for people newly/recently diagnosed with RA","year":2022,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Nice; Audit; Rheumatoid arthritis; Coping (psychology); Physical therapy; Family medicine; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001205164,0.0001736532,0.0004270043,0.0005484071,0.001233966,0.001262382,0.0005351931,0.0007929191,0.0830139],"category_scores_gemma":[0.007286891,0.0001281062,0.0007104405,0.0004763851,0.0002780673,0.0007258405,0.001791414,0.001028082,0.01184083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009758999,"about_ca_system_score_gemma":0.00311625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005684904,"about_ca_topic_score_gemma":0.01518449,"domain_scores_codex":[0.9989317,0.0003844654,0.0001005633,0.0001091024,0.0002367694,0.000237496],"domain_scores_gemma":[0.9924948,0.00114447,0.001164126,0.0002279604,0.0008934943,0.00407513],"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":[0.002406776,0.000702869,0.06143098,0.002173774,0.0001018828,0.0009337463,0.0008657523,0.0001116375,0.0007693382,0.0006645991,0.5024745,0.4273641],"study_design_scores_gemma":[0.003382335,0.003470039,0.3503556,0.007941097,0.0003954935,0.003810042,0.003321335,0.0006872253,0.001044365,0.002592924,0.6228621,0.0001374527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3983628,0.0413628,0.004320046,0.1382595,0.008897613,0.004003485,0.03682683,0.003464458,0.3645025],"genre_scores_gemma":[0.8402015,0.01430305,0.01042339,0.03443663,0.005373636,0.003006727,0.0122286,0.0005522061,0.0794742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0830139,"threshold_uncertainty_score":0.2777091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279412652490843,"score_gpt":0.2588817941067372,"score_spread":0.2460876675818288,"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."}}