{"id":"W2430310640","doi":"10.14288/1.0228308","title":"Influenza in Canada : 2007-2008 Season Update","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Flu season; Pandemic; Geography; Coronavirus disease 2019 (COVID-19); Virology; Medicine; Vaccination; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684355,0.001355137,0.001245493,0.008678603,0.001708768,0.002365659,0.001947968,0.0008759951,0.00889568],"category_scores_gemma":[0.003603843,0.0005792186,0.001313693,0.01993693,0.0004330639,0.001029537,0.001207898,0.001486999,0.003362561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02837105,"about_ca_system_score_gemma":0.08877825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897008,"about_ca_topic_score_gemma":0.9935876,"domain_scores_codex":[0.998127,0.00005661311,0.0002333658,0.000119462,0.00111379,0.00034969],"domain_scores_gemma":[0.9895593,0.0001701269,0.0004719356,0.00008396005,0.008975751,0.0007389718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003531123,0.00007797811,0.06481671,0.003116851,0.0002366455,0.0001741535,0.0001766421,0.000320024,0.0001430414,0.0002318297,0.8318639,0.09848908],"study_design_scores_gemma":[0.0001359925,0.0000667569,0.3569715,0.003738093,0.0007423095,0.0004067742,0.0008217506,0.0004853874,0.0003411589,0.000121432,0.636092,0.00007688906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01551291,0.1242514,0.0005649062,0.009384383,0.002819017,0.0004478514,0.8070865,0.0008049552,0.03912825],"genre_scores_gemma":[0.08469144,0.2035399,0.004322967,0.007321257,0.001440767,0.000680551,0.6697669,0.0002992978,0.02793693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02837105,"threshold_uncertainty_score":0.2058473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556874623174269,"score_gpt":0.2983896843605556,"score_spread":0.2427022220431287,"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."}}