{"id":"W6976704567","doi":"10.6084/m9.figshare.26588502.v1","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":"Figshare","topic":"Library Science and Administration","field":"Social Sciences","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003950648,0.0008666393,0.0007951486,0.002861825,0.0007879171,0.001805762,0.001843907,0.001090788,0.8434038],"category_scores_gemma":[0.08196762,0.0005285743,0.0008178046,0.005226555,0.0002941082,0.002322053,0.001012046,0.0008775209,0.1422401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438046,"about_ca_system_score_gemma":0.002270405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293966,"about_ca_topic_score_gemma":0.01539367,"domain_scores_codex":[0.9982343,0.000532377,0.0003238946,0.0002825522,0.0004820996,0.000144809],"domain_scores_gemma":[0.8844784,0.1001267,0.003219652,0.003051307,0.008142171,0.0009818561],"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":[0.0003328081,0.0001110606,0.003750241,0.001794626,0.00004957892,0.0000269513,0.00008351819,0.001605255,0.00006204722,0.001114389,0.9803587,0.01071072],"study_design_scores_gemma":[0.008884592,0.0008817954,0.05917076,0.003636851,0.0004489276,0.0004696306,0.001396374,0.01927437,0.001866374,0.02062573,0.8830094,0.000335184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003453252,0.00001085636,0.0005927798,0.000137297,0.00001703742,0.0001431808,0.9968712,0.0003561489,0.001526129],"genre_scores_gemma":[0.03922896,0.000143568,0.01188033,0.0007026794,0.0001619485,0.00344061,0.9278963,0.001876315,0.01466933],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8434038,"threshold_uncertainty_score":0.2233654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644089209659328,"score_gpt":0.390242354809779,"score_spread":0.2258334338438462,"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."}}