{"id":"W4391988715","doi":"10.1177/09636897241228026","title":"Changes in the Proportion of Each Cell Type After hiPSC-Derived Airway Epithelia Transplantation","year":2024,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Japan Society for the Promotion of Science","keywords":"Transplantation; Cell; Cell type; Induced pluripotent stem cell; Biology; Regeneration (biology); Pathology; Medicine; Cell biology; Embryonic stem cell; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000217817,0.0001383621,0.000155326,0.0001576554,0.00002687971,0.00001586004,0.0000588025,0.00009790513,0.0001207457],"category_scores_gemma":[0.000001982113,0.00009651743,0.00006422607,0.0003329209,0.00004579033,0.0001028918,0.000001129957,0.0001922352,0.0000408766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858669,"about_ca_system_score_gemma":0.00005556933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000536745,"about_ca_topic_score_gemma":0.0002784257,"domain_scores_codex":[0.9990104,0.00006753072,0.0002593178,0.0002203872,0.0002751953,0.0001671594],"domain_scores_gemma":[0.9997107,0.00005402746,0.00004363141,0.0001124315,0.00004494507,0.00003423299],"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":[0.003344627,0.0008311352,0.02400161,0.01975818,0.00004096569,0.0005443666,0.05826113,0.0001470239,0.8687845,0.0001345434,0.0001593356,0.02399258],"study_design_scores_gemma":[0.002260268,0.0009349006,0.3242269,0.0008713484,0.0006389497,0.000101653,0.001457305,0.0004781372,0.6677508,0.0001806121,0.0008187531,0.00028028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930738,0.001169562,0.001613926,0.001146466,0.0001840328,0.0005817075,0.00004731499,0.00005716503,0.002125984],"genre_scores_gemma":[0.9951852,0.003537443,0.0002059581,0.0001708175,0.00006010455,0.00006079685,0.0004528741,0.00002087442,0.0003059162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002253,"threshold_uncertainty_score":0.3935867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280573669392216,"score_gpt":0.2464968125818688,"score_spread":0.2336910758879466,"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."}}