{"id":"W4399780159","doi":"10.1007/978-1-0716-3890-3_10","title":"Establishing Air-Liquid Interface (ALI) Airway Culture Models for Infectious Disease Research","year":2024,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Infectious disease (medical specialty); Liquid culture; Airway; Medicine; Microbiology; Virology; Disease; Biology; Pathology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872537,0.0008597407,0.0006207449,0.0008625979,0.0007964202,0.001755365,0.001130302,0.001257516,0.002261373],"category_scores_gemma":[0.001010323,0.0004143157,0.001000942,0.0004881518,0.0006017909,0.001155714,0.001278389,0.0026321,0.001827403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141851,"about_ca_system_score_gemma":0.0007696673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272612,"about_ca_topic_score_gemma":0.002961453,"domain_scores_codex":[0.9979306,0.0005731783,0.0002386589,0.0003208867,0.0006453273,0.000291321],"domain_scores_gemma":[0.9989189,0.0002746766,0.0002097902,0.0001995032,0.000252405,0.0001446493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001510405,0.0001881699,0.0006340174,0.0001877066,0.00001466845,0.0001770912,0.0001658965,0.0002415465,0.9918989,0.001069034,0.0005169971,0.004755038],"study_design_scores_gemma":[0.00002639777,0.00132079,0.002430342,0.00008800222,0.00006778166,0.0004459491,0.0002343418,0.003497207,0.9768291,0.0003845605,0.01464841,0.00002705193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5196028,0.01521086,0.4337566,0.001652654,0.001589988,0.002943933,0.004063064,0.001370893,0.01980928],"genre_scores_gemma":[0.7420195,0.008789063,0.2272938,0.001093681,0.0003385436,0.00233551,0.004957412,0.0002555801,0.01291696],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002261373,"threshold_uncertainty_score":0.009903073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06955195790997969,"score_gpt":0.4890070363010567,"score_spread":0.419455078391077,"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."}}