{"id":"W4416905352","doi":"10.1080/21505594.2025.2589554","title":"Genome-scale CRISPR screen identifies host factors associated with bovine parainfluenza virus 3 infection","year":2025,"lang":"en","type":"article","venue":"Virulence","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"National Key Research and Development Program of China","keywords":"Gene; Gene knockdown; Viral replication; Virus; Host factor; CRISPR; Pathogen; Host (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004044852,0.0002426412,0.0003547124,0.0005399964,0.0003399528,0.0001195976,0.000151739,0.0001697007,0.0003094141],"category_scores_gemma":[0.000714036,0.0001952155,0.0001002309,0.001457124,0.0002835223,0.0003665466,0.0001055799,0.0004767346,0.0001631667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339544,"about_ca_system_score_gemma":0.0002364831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797708,"about_ca_topic_score_gemma":0.001428916,"domain_scores_codex":[0.9981114,0.0001446492,0.0003554142,0.0004533029,0.0004968437,0.0004383465],"domain_scores_gemma":[0.9986742,0.0001489662,0.0001102364,0.0005229519,0.0003852494,0.0001584474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000269452,0.0003390868,0.7516882,0.00009180807,0.0002606557,0.0000263444,0.0001431005,0.00008510509,0.2456908,0.00006025191,0.0007449878,0.0006002192],"study_design_scores_gemma":[0.0008614968,0.0005747666,0.9210635,0.0002248036,0.00009931486,0.0000028378,0.00005278047,0.000112038,0.07099107,0.0000387315,0.005791702,0.0001869323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909865,0.0002778223,0.001732685,0.0001385317,0.0001335611,0.0006256437,0.00004322297,0.0002659089,0.005796107],"genre_scores_gemma":[0.9952811,0.0001053013,0.00002791673,0.0005032038,0.00005848853,0.00006602493,0.0000393645,0.00002941605,0.003889191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746997,"threshold_uncertainty_score":0.7960657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0486538936784215,"score_gpt":0.3558134530753286,"score_spread":0.3071595593969071,"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."}}