{"id":"W4389341814","doi":"10.3389/fmed.2023.1338939","title":"Editorial: Next generation in vitro models to study chronic pulmonary diseases","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary medicine; Intensive care medicine; Internal medicine","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":[0.006056956,0.00323281,0.003182184,0.003465582,0.001683772,0.005616837,0.004116965,0.01370895,0.01706647],"category_scores_gemma":[0.01537803,0.0009743701,0.004029011,0.001180014,0.002376524,0.005309823,0.001367602,0.01447681,0.01392215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882298,"about_ca_system_score_gemma":0.002015034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007798794,"about_ca_topic_score_gemma":0.001170386,"domain_scores_codex":[0.9959956,0.0006102893,0.0005556724,0.0006054734,0.001894929,0.0003379113],"domain_scores_gemma":[0.9802905,0.009132145,0.001081975,0.000487547,0.00710967,0.001898172],"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":[0.0001546064,0.00003184149,0.00005477685,0.0007760972,0.00003574862,0.0001646335,0.00001852309,0.00005616336,0.0002731479,0.000591127,0.9879103,0.009933121],"study_design_scores_gemma":[0.0001100962,0.0001159199,0.0003319552,0.0006759926,0.00008688323,0.0004414068,0.00004850255,0.000195936,0.0004386381,0.001361847,0.9961612,0.00003177097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001368364,0.009999378,0.0004075025,0.02886575,0.9587163,0.00005446692,0.0002285992,0.0001624887,0.00142852],"genre_scores_gemma":[0.0008762963,0.01140732,0.0002916184,0.03001629,0.9492154,0.00005761851,0.0001251304,0.00006742431,0.007942964],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01706647,"threshold_uncertainty_score":0.05709308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335172482088472,"score_gpt":0.3015626973060921,"score_spread":0.2682109724852074,"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."}}