{"id":"W7110881131","doi":"10.1371/journal.pone.0323229.s001","title":"ICES Data Sources used for this study.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rheumatoid arthritis; Incidence (geometry); Cohort; Emergency department; Population; Health care; Disease; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002202494,0.000816724,0.001384089,0.005507078,0.0005677687,0.002399584,0.001910188,0.00103306,0.3763799],"category_scores_gemma":[0.02047088,0.000500349,0.0009097544,0.01102955,0.0002445709,0.001183032,0.00150082,0.00103035,0.09313595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397392,"about_ca_system_score_gemma":0.009096875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1177894,"about_ca_topic_score_gemma":0.08457994,"domain_scores_codex":[0.9978696,0.0003370206,0.000616235,0.0003444461,0.0005343434,0.0002983634],"domain_scores_gemma":[0.989336,0.002652294,0.001751448,0.001048396,0.004676586,0.0005351579],"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":[0.0002110241,0.00001421022,0.002684097,0.002511571,0.0000648789,0.00003942124,0.00005720238,0.000210829,0.00003296766,0.001522113,0.9840649,0.008586809],"study_design_scores_gemma":[0.0002577587,0.000017733,0.009351379,0.002017113,0.0000687545,0.00005410455,0.0001419566,0.0002987229,0.00006383201,0.001108593,0.9866022,0.00001792337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001130001,0.0001028992,0.00007235126,0.00009914136,0.00005667608,0.00007681674,0.9940979,0.00009170564,0.0052894],"genre_scores_gemma":[0.003689394,0.000554132,0.0007271112,0.0002321368,0.00007781135,0.000581252,0.9888827,0.0001936149,0.005061871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6236201,"threshold_uncertainty_score":0.8895184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221229573379051,"score_gpt":0.3975857562649587,"score_spread":0.2754627989270536,"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."}}