{"id":"W4206132467","doi":"10.1186/s12969-021-00659-2","title":"Abstracts from the ISSAID 2021 Periodic Congress","year":2022,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Rheumatology; Familial Mediterranean fever; Internal medicine; University hospital; Family medicine; Outpatient clinic; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002293376,0.0001080244,0.0002453282,0.0001098431,0.001821284,0.00009316709,0.001277136,0.0001083375,0.01048815],"category_scores_gemma":[0.001514489,0.0000942965,0.0000804285,0.0006679202,0.0004338463,0.0000870825,0.0004685749,0.000645759,0.000394179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336047,"about_ca_system_score_gemma":0.0007111809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02580211,"about_ca_topic_score_gemma":0.001522652,"domain_scores_codex":[0.9968467,0.001071456,0.0003856985,0.0003267719,0.0008076919,0.0005617251],"domain_scores_gemma":[0.9969683,0.002225346,0.0001997826,0.000395367,0.00008933437,0.0001218379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003786344,0.0001313486,0.5150388,0.00000958205,0.00002905892,0.000127427,0.01132963,0.00004097193,0.0000104623,0.01364907,0.4541763,0.005419481],"study_design_scores_gemma":[0.0004744882,0.00006925243,0.03334731,0.000003339591,0.00003328883,0.00004413906,0.01933841,0.00005293614,0.00001528294,0.01066799,0.9356109,0.0003426538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517898,0.002765512,0.00003008048,0.02362466,0.002160978,0.0004791492,0.00007231977,0.0001585715,0.01891892],"genre_scores_gemma":[0.9961108,0.001940179,0.00014028,0.000207285,0.0002498294,0.0002304273,0.00001719255,0.00001617382,0.001087807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4816915,"threshold_uncertainty_score":0.9994782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04900160866224357,"score_gpt":0.3690906128946524,"score_spread":0.3200890042324089,"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."}}