{"id":"W7096897596","doi":"","title":"Real-Time","year":2013,"lang":"en","type":"article","venue":"","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Electronic surveillance; Emergency department; Telehealth; Public health surveillance; Disease surveillance; Asthma; Pandemic","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":[],"category_scores_codex":[0.003182269,0.0007743384,0.0004686561,0.001068458,0.0004146433,0.002374523,0.001590085,0.001060496,0.01452866],"category_scores_gemma":[0.01105564,0.0002182521,0.0003359173,0.0009636392,0.0003925315,0.001479218,0.001319947,0.0007922764,0.006302501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008435702,"about_ca_system_score_gemma":0.000811131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971103,"about_ca_topic_score_gemma":0.001324378,"domain_scores_codex":[0.9954845,0.0009634822,0.0002705934,0.001445953,0.001604054,0.0002314365],"domain_scores_gemma":[0.9932064,0.002274655,0.0006266938,0.001091857,0.002461327,0.0003390973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005625836,0.001986624,0.08195136,0.001211765,0.0002701263,0.0008180487,0.0009927696,0.02289549,0.07575742,0.00868108,0.08069952,0.71911],"study_design_scores_gemma":[0.001200205,0.004478257,0.05342537,0.0004188123,0.0003691968,0.002445927,0.001031887,0.4970686,0.1468505,0.01069501,0.2816314,0.0003846802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3294583,0.004650464,0.5274961,0.003805344,0.004991367,0.003226404,0.02566176,0.02443531,0.07627496],"genre_scores_gemma":[0.8240148,0.0006361273,0.1467551,0.001802334,0.000443476,0.001613674,0.01157964,0.0005859279,0.01256893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9854714,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008032016503788382,"score_gpt":0.251792695050768,"score_spread":0.2437606785469796,"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."}}