{"id":"W4206088707","doi":"10.1002/cpz1.341","title":"Stage‐Specific Generation of Human Pluripotent Stem Cell Derived Lung Models to Measure CFTR Function","year":2022,"lang":"en","type":"article","venue":"Current Protocols","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Induced pluripotent stem cell; Cell biology; Progenitor cell; Endoderm; Stem cell; Biology; Embryonic stem cell; Cystic fibrosis; Matrigel; Directed differentiation; Cellular differentiation; Immunology; Cancer research; Angiogenesis","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":[0.0005790432,0.0003816912,0.0001977897,0.0004710527,0.0002193933,0.0003601622,0.0003813124,0.0004376412,0.003392413],"category_scores_gemma":[0.0003016879,0.0002739389,0.0003620397,0.0002552365,0.000214632,0.000372659,0.0003195242,0.0009498115,0.001367067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590609,"about_ca_system_score_gemma":0.0005171975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007246925,"about_ca_topic_score_gemma":0.001694809,"domain_scores_codex":[0.9996085,0.00005398013,0.00005095499,0.00006054905,0.0001926165,0.00003350204],"domain_scores_gemma":[0.9998127,0.00003916719,0.00003184394,0.00004271309,0.00005013416,0.0000234589],"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":[0.00003670815,0.00003159567,0.0002556475,0.00009497583,0.000008032564,0.00005875554,0.00002412015,0.0003813893,0.992242,0.00071305,0.0009379206,0.005215795],"study_design_scores_gemma":[0.00001389443,0.0001629777,0.001140783,0.00001902147,0.00002363202,0.0001284768,0.00001584599,0.002035723,0.9812236,0.0001831325,0.01504139,0.00001154662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4961928,0.008652871,0.4208837,0.001037965,0.0009986524,0.004713008,0.03233735,0.003686614,0.03149709],"genre_scores_gemma":[0.7646773,0.007468541,0.1759522,0.0006757548,0.00009014396,0.004236753,0.02440681,0.0004631795,0.02202925],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003392413,"threshold_uncertainty_score":0.01134878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3367896173674693,"score_gpt":0.4292224241852545,"score_spread":0.09243280681778515,"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."}}