{"id":"W6958240696","doi":"10.6084/m9.figshare.26588502","title":"Additional file 1 of ATQ: alert time quality, an evaluation metric for assessing timely epidemic detection models within a school absenteeism-based surveillance system","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Metric (unit); Data collection; Metric system; Key (lock); Scheme (mathematics)","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004109793,0.0008134863,0.0006603185,0.002109427,0.0006162041,0.001483537,0.001467638,0.0009662152,0.7063742],"category_scores_gemma":[0.08392128,0.0004028766,0.00071923,0.003337199,0.0002527069,0.001711671,0.0008682139,0.0007789354,0.0794698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171839,"about_ca_system_score_gemma":0.001948272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009429179,"about_ca_topic_score_gemma":0.01208916,"domain_scores_codex":[0.9981557,0.0005517179,0.0003558924,0.0002934514,0.0005121162,0.0001311528],"domain_scores_gemma":[0.8935353,0.09182127,0.003715244,0.002776082,0.007247546,0.000904622],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004244594,0.0001602198,0.007897064,0.001855798,0.00006613241,0.00003797491,0.00009748313,0.002190471,0.0001150299,0.001239821,0.9711097,0.01480592],"study_design_scores_gemma":[0.01028671,0.001179103,0.09223397,0.003797372,0.0005195183,0.0007035952,0.001538447,0.03678568,0.003325461,0.02395347,0.8252904,0.0003863046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0005488686,0.00001077839,0.0008526397,0.0001536847,0.00001591793,0.0001437284,0.9967319,0.0003726491,0.001169888],"genre_scores_gemma":[0.04360445,0.0001046243,0.01218016,0.0005819296,0.0001318132,0.0031018,0.9303171,0.001139374,0.008838719],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9958902,"threshold_uncertainty_score":0.4188215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070648009946954,"score_gpt":0.3986724691417562,"score_spread":0.2916076681470609,"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."}}