{"id":"W4390166748","doi":"10.25040/ntsh2023.02.04","title":"ADVANCES IN IMAGING FOR CLINICAL TRIALS IN RHEUMATIC DISEASES","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical Sciences","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Celgene; Pfizer; Eli Lilly and Company","keywords":"Medicine; Clinical trial; Ankylosing spondylitis; Disease; Sacroiliac joint; Radiology; Physical therapy; Pathology; Internal medicine","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":[0.06166719,0.001369879,0.003967375,0.0041117,0.0009467964,0.008823207,0.002482365,0.006219521,0.0132948],"category_scores_gemma":[0.07132494,0.0007315487,0.001986425,0.004034459,0.007320636,0.008005084,0.005891116,0.01046954,0.005704747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004226869,"about_ca_system_score_gemma":0.01285211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007708583,"about_ca_topic_score_gemma":0.0007109271,"domain_scores_codex":[0.9613163,0.02607463,0.003443691,0.001654747,0.006600543,0.0009101164],"domain_scores_gemma":[0.8680527,0.1067697,0.006450976,0.00468435,0.01017942,0.00386288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003673328,0.0001300005,0.0004106958,0.0170385,0.0002188465,0.0002458702,0.0004410066,0.000438828,0.001442864,0.08186959,0.05625321,0.8411433],"study_design_scores_gemma":[0.0002094937,0.0003496792,0.001129746,0.01210258,0.0001773735,0.0006417783,0.0001404632,0.0002816069,0.0006403411,0.03987686,0.9443884,0.00006166292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000361213,0.9396451,0.01077509,0.02960114,0.00763277,0.0002908593,0.0001454969,0.0002695957,0.01127875],"genre_scores_gemma":[0.01161787,0.9040085,0.04297099,0.02236401,0.01275349,0.001419631,0.00035736,0.0002095258,0.004298526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06166719,"threshold_uncertainty_score":0.3261312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485507522235576,"score_gpt":0.4678414118160504,"score_spread":0.3192906595924928,"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."}}