{"id":"W4407240515","doi":"10.1039/d4bm00906a","title":"Influence of lung extracellular matrix from non-IPF and IPF donors on primary human lung fibroblast biology","year":2025,"lang":"en","type":"article","venue":"Biomaterials Science","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research; Canada Research Chairs; McMaster University","keywords":"Extracellular matrix; Fibroblast; Lung; Primary (astronomy); Extracellular; Human lung; Chemistry; Cell biology; Biology; Medicine; Biochemistry; Internal medicine; Physics; In vitro","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002028395,0.0003053047,0.0002295356,0.0002365245,0.0001573809,0.0002341514,0.0001015844,0.0001918973,0.001652632],"category_scores_gemma":[0.000215969,0.00006654738,0.0001380699,0.0001379595,0.0001354846,0.0001065077,0.0001545942,0.0002372445,0.0002108903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501395,"about_ca_system_score_gemma":0.0001561062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007668187,"about_ca_topic_score_gemma":0.002158784,"domain_scores_codex":[0.9998398,0.00002752085,0.00001957915,0.00003059143,0.00004933744,0.0000332076],"domain_scores_gemma":[0.999858,0.00004920672,0.00002318742,0.00001516917,0.00002999608,0.00002433457],"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":[0.00009727689,0.00004039083,0.0004798431,0.0000529746,0.000004462591,0.00006474491,0.00001753702,0.00003316251,0.9974192,0.00001468181,0.00004085346,0.001734716],"study_design_scores_gemma":[0.000008541405,0.0003299346,0.01089685,0.000007442866,0.00001757421,0.0002507081,0.00003797199,0.0002522755,0.9865714,0.00001107174,0.001611531,0.000004769116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947343,0.00163352,0.001284845,0.00005680318,0.00004273665,0.0000606046,0.0005608958,0.0000215697,0.001604838],"genre_scores_gemma":[0.9935001,0.001024083,0.002981762,0.00009032773,0.00001693982,0.0001312533,0.0008706928,0.00001266601,0.001372225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001652632,"threshold_uncertainty_score":0.005528569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005909166922047507,"score_gpt":0.2975551890542762,"score_spread":0.2916460221322287,"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."}}