{"id":"W4410024933","doi":"10.1165/rcmb.2025-0165ed","title":"Closing the Gap: Use of Polidocanol to Study Human Airway Epithelial Repair","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Polidocanol; Closing (real estate); Airway; Medicine; Surgery; Business; Sclerotherapy","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":[0.0003175609,0.0001607314,0.0001725354,0.0001230447,0.0002442251,0.0002773228,0.0002506932,0.0004079982,0.0007715953],"category_scores_gemma":[0.0002337174,0.0001229408,0.0002131971,0.000138599,0.0003642183,0.0002974762,0.00020011,0.0007174074,0.0001719605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494589,"about_ca_system_score_gemma":0.0002882234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530497,"about_ca_topic_score_gemma":0.00110623,"domain_scores_codex":[0.9999012,0.00002797986,0.000004814203,0.00002473319,0.00001560997,0.00002570727],"domain_scores_gemma":[0.9998581,0.00007547597,0.00001236489,0.00002865149,0.00001094713,0.00001431345],"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":[0.0002419141,0.00005288768,0.000181096,0.00004848661,0.000005580463,0.00004705956,0.00005004636,0.0001015745,0.9964743,0.0002109222,0.00005610649,0.002529977],"study_design_scores_gemma":[0.00006084731,0.000690761,0.002289936,0.00001103981,0.00002178524,0.000324456,0.00008391013,0.0009095052,0.9902885,0.0001504602,0.005162405,0.000006304541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781479,0.008840221,0.009653175,0.0004118401,0.0001065641,0.00008829313,0.0001925157,0.00006525594,0.002494205],"genre_scores_gemma":[0.9879189,0.003572111,0.005969537,0.0001426253,0.0000227697,0.00005465169,0.0002514725,0.0000388681,0.002029069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530497,"threshold_uncertainty_score":0.003043115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762497842035772,"score_gpt":0.3167646220015766,"score_spread":0.2991396435812189,"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."}}