{"id":"W4416218654","doi":"10.58931/cpct.2025.3354","title":"Approach to Inflammatory Arthritis for Primary Care Physicians","year":2025,"lang":"","type":"article","venue":"Canadian Primary Care Today","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Ankylosing spondylitis; Primary care; Inflammatory arthritis; Psoriatic arthritis; Rheumatoid arthritis; Arthritis; General practice","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":[0.00260204,0.0006130697,0.0006198165,0.002207589,0.003937443,0.003988315,0.001552809,0.005554548,0.08088192],"category_scores_gemma":[0.01408876,0.0004429855,0.0005593282,0.0009254206,0.001175109,0.002774882,0.005325227,0.006010471,0.02083964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944287,"about_ca_system_score_gemma":0.01595506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034555,"about_ca_topic_score_gemma":0.03422634,"domain_scores_codex":[0.9971092,0.0008081819,0.0002371435,0.0002640669,0.001098551,0.0004828057],"domain_scores_gemma":[0.9794637,0.001898585,0.0006395272,0.0004828968,0.007271217,0.01024415],"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":[0.00001589778,0.0001852772,0.001811589,0.000242469,0.000008179717,0.002037711,0.0005822637,0.00004201783,0.000157969,0.001720643,0.9174896,0.07570644],"study_design_scores_gemma":[0.00006826122,0.0001160952,0.00778978,0.001707433,0.00001639929,0.004868914,0.001822266,0.00008993475,0.00005236001,0.006408746,0.9770281,0.0000316665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003270697,0.02080692,0.003546009,0.7551075,0.02516419,0.0006078844,0.0003549079,0.0006707125,0.1904713],"genre_scores_gemma":[0.05492086,0.07993077,0.02273017,0.5462269,0.09180678,0.001275962,0.0009331792,0.0003031245,0.2018722],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9896545,"threshold_uncertainty_score":0.270577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006500465960666201,"score_gpt":0.2190261479894415,"score_spread":0.2125256820287753,"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."}}