{"id":"W2789313318","doi":"10.3201/eid2403.171378","title":"Increase in Hospital Admissions for Severe Influenza A/B among Travelers on Cruise Ships to Alaska, 2015","year":2018,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; Providence Health Care","funders":"British Columbia Centre for Disease Control; Providence Health Care","keywords":"Cruise; Environmental health; Medicine; Virology; Geography; Medical emergency; Emergency medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002511217,0.0003575677,0.0004699728,0.0006782467,0.0004315464,0.00005137279,0.0001582975,0.0001074035,0.0004037221],"category_scores_gemma":[0.007347802,0.0003220396,0.0002158942,0.000666383,0.0002105183,0.0001951598,0.0001401925,0.000285697,0.0002205029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811842,"about_ca_system_score_gemma":0.0004021908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000485708,"about_ca_topic_score_gemma":0.0003315962,"domain_scores_codex":[0.9975723,0.00009598811,0.0004199023,0.0005832299,0.0005094866,0.0008190857],"domain_scores_gemma":[0.9975176,0.0003324024,0.00008843249,0.0004814106,0.0004184088,0.001161764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001716514,0.001460763,0.8908893,0.0002105414,0.0002457942,0.00007657052,0.002048768,0.0002756021,0.0001663505,0.0001097752,0.09911406,0.003685989],"study_design_scores_gemma":[0.005321107,0.003845596,0.9433533,0.0007273493,0.0001765196,0.000006663767,0.0006351256,0.0002547325,0.0004364214,0.0002871651,0.04436067,0.0005953547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923943,0.0002823719,0.00003865713,0.001161513,0.0003288031,0.001957837,0.0001595315,0.0002725995,0.003404396],"genre_scores_gemma":[0.9950058,0.00003095803,0.00009890817,0.002822818,0.0006671194,0.0006795833,0.00002425042,0.00007282857,0.0005976803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05475339,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695760666026055,"score_gpt":0.3765612848508647,"score_spread":0.3396036781906042,"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."}}