{"id":"W2987792102","doi":"10.1002/acr.24104","title":"Factors Predictive of Radiographic Progression in Ankylosing Spondylitis","year":2019,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Ankylosing spondylitis; Hazard ratio; Internal medicine; Confidence interval; Radiography; Cohort; Spondylitis; Cohort study; Surgery","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":[0.00103248,0.0003086357,0.0003754509,0.0004866008,0.0003711708,0.0006211583,0.0003497064,0.0005113819,0.001036358],"category_scores_gemma":[0.002839499,0.0002134799,0.0003464045,0.0006649937,0.0002038273,0.0003840771,0.0002897354,0.0008548048,0.0001573741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465154,"about_ca_system_score_gemma":0.0002895358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887206,"about_ca_topic_score_gemma":0.00224514,"domain_scores_codex":[0.9996009,0.0001204117,0.00004430729,0.00009554499,0.00008396172,0.00005479523],"domain_scores_gemma":[0.9982809,0.0002615587,0.0009722105,0.00008024104,0.0001491733,0.0002558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997216,0.00004678978,0.9985278,0.000008725777,0.00003441623,0.00003705572,0.00001786095,0.00003194269,0.0001750274,0.000006152773,0.00003133382,0.0008832777],"study_design_scores_gemma":[0.00001250023,0.0001924611,0.9991555,0.000007340508,0.00002349305,0.0002460273,0.00003786915,0.0002071663,0.00003592019,0.00001742864,0.0000621918,0.000002087741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990958,0.0004487327,0.00007016662,0.00003733711,0.000004705486,0.000007403306,0.0001907363,0.000003300824,0.0001417149],"genre_scores_gemma":[0.9994032,0.0001282855,0.00008169019,0.00001255246,0.0000117115,0.000005992547,0.0002864101,7.475595e-7,0.00006933227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001887206,"threshold_uncertainty_score":0.005460382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04274309233960796,"score_gpt":0.375020354174242,"score_spread":0.332277261834634,"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."}}