{"id":"W4313545519","doi":"10.1002/art.42429","title":"The Biology of Pain: Through the Rheumatology Lens","year":2023,"lang":"en","type":"review","venue":"Arthritis & Rheumatology","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Versus Arthritis","keywords":"Rheumatoid arthritis; Chronic pain; Inflammation; Medicine; Rheumatology; Nociception; Musculoskeletal pain; Fibromyalgia; Physical therapy; Arthritis; Internal medicine; Bioinformatics; Receptor; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.001336052,0.0006110771,0.003874966,0.0001443213,0.0004735728,0.0000173877,0.0005989256,0.0008373375,0.00009613745],"category_scores_gemma":[0.001286213,0.0003142565,0.0008781875,0.0004948515,0.00112283,0.00004095808,0.0002702742,0.0007022612,0.0006764616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005790458,"about_ca_system_score_gemma":0.0005241174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005928318,"about_ca_topic_score_gemma":0.0004472014,"domain_scores_codex":[0.9948109,0.001770435,0.001652393,0.0006681071,0.0002002911,0.0008978948],"domain_scores_gemma":[0.9918083,0.005747051,0.0009234033,0.001308589,0.0001300559,0.0000826308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002289,0.00008973679,0.000457995,0.003913233,0.001462011,0.0001263914,0.000165407,4.30422e-8,1.316869e-7,0.1780901,0.004720451,0.8109517],"study_design_scores_gemma":[0.0008594848,0.000440486,0.000009734114,0.01077831,0.0004242953,0.004793743,0.0001517322,0.000003857493,0.000001433511,0.01036696,0.9719341,0.0002358367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008364303,0.994675,0.0001510668,0.001567619,0.001191792,0.001427225,0.00007447405,0.0001523817,0.0006767799],"genre_scores_gemma":[0.0007143789,0.9976711,0.0001781579,0.0001473812,0.00002340094,0.0006139603,0.000231864,0.0001185099,0.0003011988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9672137,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05968058247953833,"score_gpt":0.343847728836297,"score_spread":0.2841671463567587,"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."}}