{"id":"W7096981449","doi":"","title":"Count","year":2015,"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":"Replication (statistics); Population; Equine influenza; Pandemic; Human immunodeficiency virus (HIV); Statistical analysis","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":[0.001033504,0.001131517,0.001010579,0.002728716,0.002072437,0.006670201,0.002012985,0.002107105,0.8792103],"category_scores_gemma":[0.00993936,0.0005576539,0.0008129136,0.00296548,0.0004477996,0.003398574,0.002742969,0.002244918,0.8275343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318029,"about_ca_system_score_gemma":0.002755183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195068,"about_ca_topic_score_gemma":0.006892996,"domain_scores_codex":[0.9988914,0.0001350052,0.0001228352,0.0002077792,0.0004800992,0.0001627832],"domain_scores_gemma":[0.9937262,0.0006140356,0.0002377051,0.0006622114,0.003527795,0.001232104],"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":[0.000009479165,0.000004325618,0.00005610793,0.00003829214,7.04348e-7,0.00001112208,0.000008536688,0.00000690451,0.00001768329,0.0004874814,0.9884736,0.01088592],"study_design_scores_gemma":[0.000009703313,0.000005586244,0.0003123699,0.0000645731,0.00000140209,0.00003456002,0.00004212998,0.00001995111,0.000044726,0.0004543328,0.9990049,0.000005755244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004759961,0.0006532042,0.001417287,0.01112833,0.02377339,0.0004644564,0.06362132,0.006685833,0.8917803],"genre_scores_gemma":[0.002182773,0.0007247432,0.001477432,0.004394107,0.003824195,0.0003179889,0.02760666,0.002783913,0.9566882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1207897,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853978617280601,"score_gpt":0.3127487676749053,"score_spread":0.2642089815020993,"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."}}