{"id":"W4289109281","doi":"10.1002/cjce.24581","title":"Next‐generation preclinical models of lung development, physiology and disease","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; McMaster University","funders":"Canadian Institutes of Health Research; National Sanitarium Association","keywords":"Disease; Organoid; Medicine; Drug development; Lung cancer; Lung; Neuroscience; Biology; Bioinformatics; Pathology; Internal medicine; Drug; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00187725,0.0007012509,0.0005824715,0.000835925,0.0003652915,0.001644483,0.001032705,0.001278038,0.00525024],"category_scores_gemma":[0.0006659317,0.0003358275,0.000788341,0.0003048538,0.0006788711,0.001021767,0.000822522,0.002694475,0.0017555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009543588,"about_ca_system_score_gemma":0.001352699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956583,"about_ca_topic_score_gemma":0.003086166,"domain_scores_codex":[0.9993357,0.0001396312,0.00004366419,0.00008261522,0.0003129278,0.00008536527],"domain_scores_gemma":[0.999324,0.0001705033,0.0001117098,0.0001118473,0.0001508394,0.0001310877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002945581,0.000411429,0.0009621138,0.001203286,0.00009732308,0.0003510388,0.00008866168,0.002614893,0.9427968,0.01128252,0.007995736,0.03190168],"study_design_scores_gemma":[0.0001477424,0.003121306,0.003655008,0.000397651,0.0002845078,0.001556986,0.0001603404,0.01037608,0.6974905,0.003417365,0.2793182,0.00007432085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.2167672,0.1211087,0.5446388,0.008080195,0.005400745,0.002839103,0.01292401,0.005768873,0.08247238],"genre_scores_gemma":[0.7231269,0.06682993,0.1510179,0.003224421,0.0006147937,0.003100694,0.008837841,0.0005398326,0.04270773],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00525024,"threshold_uncertainty_score":0.01756382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860884172663646,"score_gpt":0.2465742928686092,"score_spread":0.2079654511419728,"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."}}