{"id":"W7099391961","doi":"","title":"Influenza (laboratory confirmed)","year":2005,"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":"Communicable disease; Quarter (Canadian coin); Non-communicable disease; Disease; Disease surveillance; Public health","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":[],"consensus_categories":[],"category_scores_codex":[0.000460289,0.0006662037,0.0006311667,0.0009694176,0.000597636,0.0004722031,0.0004320471,0.0004682326,0.02594418],"category_scores_gemma":[0.0011811,0.0001212123,0.0004699263,0.0009734,0.0001450172,0.0004225863,0.0004893118,0.000606477,0.008268415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006453017,"about_ca_system_score_gemma":0.0008535067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0263738,"about_ca_topic_score_gemma":0.03037289,"domain_scores_codex":[0.9992631,0.0000808599,0.00008676614,0.0001584035,0.0002383821,0.0001724967],"domain_scores_gemma":[0.9993622,0.0000370893,0.00021275,0.00004659829,0.0002203398,0.0001209414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00131361,0.0004754161,0.6343932,0.002854391,0.000402074,0.004265357,0.0005995074,0.000471733,0.008297166,0.001346938,0.2534918,0.0920889],"study_design_scores_gemma":[0.00008716658,0.0005832367,0.8331253,0.0008424683,0.0001214764,0.005140404,0.0005007537,0.0003956608,0.001048362,0.0002888878,0.1578186,0.00004765188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2933838,0.01107604,0.003345133,0.002054257,0.001797415,0.003985227,0.274287,0.0008652093,0.4092059],"genre_scores_gemma":[0.77628,0.006745524,0.004370724,0.006260803,0.0006286641,0.001157727,0.1371663,0.0001147951,0.06727545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0263738,"threshold_uncertainty_score":0.08679193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546751814183462,"score_gpt":0.3045685702820593,"score_spread":0.2891010521402247,"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."}}