{"id":"W3093621062","doi":"10.1093/rheumatology/keaa663","title":"PsART-ID inception cohort: clinical characteristics, treatment choices and outcomes of patients with psoriatic arthritis","year":2020,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Dactylitis; Cohort; Psoriatic arthritis; Enthesitis; Internal medicine; Surgery; Physical therapy; Disease","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":[0.0004851542,0.0002127554,0.000339084,0.0006478794,0.0004225461,0.000601692,0.0003301663,0.0003262395,0.002331934],"category_scores_gemma":[0.00140695,0.000171035,0.0003308503,0.0008083142,0.0001741259,0.0006651905,0.0004955402,0.0006141564,0.0003509006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147901,"about_ca_system_score_gemma":0.0003443189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00339452,"about_ca_topic_score_gemma":0.00456037,"domain_scores_codex":[0.9995959,0.0000638535,0.00003799215,0.000121814,0.00009318705,0.00008724318],"domain_scores_gemma":[0.9989111,0.0001134148,0.0005727517,0.00006411371,0.00008927849,0.0002492981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687068,0.00006552476,0.9984486,0.000006061775,0.00001819843,0.00006428687,0.00006281211,0.00001921742,0.0001022141,0.000009108762,0.00007588438,0.000959323],"study_design_scores_gemma":[0.00001585812,0.000185626,0.998787,0.000006848047,0.00001550633,0.0004725437,0.0002176829,0.00009373987,0.00003651305,0.00001867329,0.0001465644,0.000003463465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992045,0.0001135582,0.00002873304,0.00001769256,0.000002401366,0.000008962683,0.0003950183,0.000001189207,0.0002279504],"genre_scores_gemma":[0.999019,0.00005917817,0.00004383791,0.00001957588,0.00000930339,0.0000113239,0.0007055133,0.000001370539,0.0001308682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00339452,"threshold_uncertainty_score":0.007801116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944300277145378,"score_gpt":0.2851684016802655,"score_spread":0.2657253989088117,"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."}}