{"id":"W4403669439","doi":"10.1111/irv.13358","title":"Meeting Report: Controlled Human Influenza Virus Infection Model Studies: Current Status and Future Directions for Innovation","year":2024,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Open Philanthropy Project","keywords":"Medicine; General partnership; Standardization; Pandemic; Clinical trial; Licensure; Intensive care medicine; Infectious disease (medical specialty); Disease; Coronavirus disease 2019 (COVID-19); Business; Political science; Medical education","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":[0.06976747,0.001596778,0.001325889,0.001709476,0.001255644,0.008433145,0.003952344,0.009360982,0.02540935],"category_scores_gemma":[0.03412806,0.0006442156,0.002537875,0.001191094,0.002143942,0.007227711,0.003322393,0.01061224,0.01076156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259243,"about_ca_system_score_gemma":0.01085842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182448,"about_ca_topic_score_gemma":0.002514814,"domain_scores_codex":[0.9868221,0.005426884,0.0009296642,0.001201197,0.004457565,0.001162477],"domain_scores_gemma":[0.9541095,0.01400856,0.003471256,0.001804661,0.01978722,0.006818686],"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":[0.0005800453,0.00022356,0.0004764229,0.002033421,0.00004618889,0.0001220956,0.0001823652,0.0002378207,0.002176676,0.007599909,0.7871321,0.1991895],"study_design_scores_gemma":[0.0001217485,0.0004415817,0.0007942681,0.001564131,0.00004627615,0.00008893799,0.0002763044,0.0002036912,0.0008712304,0.005506863,0.9900333,0.00005161483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003025023,0.2580114,0.01166335,0.5355444,0.1478127,0.001240125,0.002535053,0.0007794112,0.03938863],"genre_scores_gemma":[0.03706991,0.4642315,0.03800444,0.2170701,0.1351173,0.002915603,0.008869498,0.0008162651,0.0959053],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06976747,"threshold_uncertainty_score":0.36897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3073746647830292,"score_gpt":0.5051095462865995,"score_spread":0.1977348815035703,"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."}}