{"id":"W2060903142","doi":"10.1152/ajplung.00168.2012","title":"Development and characterization of a 3D multicell microtissue culture model of airway smooth muscle","year":2012,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Tissue engineering; Cell biology; Stress fiber; Contractility; In vivo; Cell culture; Actin; Cell; Chemistry; Biophysics; Biology; Biomedical engineering; Cytoskeleton; Medicine; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002438494,0.0001741456,0.0005276646,0.0001350304,0.00003042142,0.000003340919,0.000164697,0.00009670985,0.00001020744],"category_scores_gemma":[0.00003359714,0.0001472426,0.00006563118,0.0001478745,0.0004836057,0.0000744287,0.0001000239,0.0002611108,9.573092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002183647,"about_ca_system_score_gemma":0.00004173351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005151693,"about_ca_topic_score_gemma":1.3549e-7,"domain_scores_codex":[0.9988145,0.0001176127,0.0004525365,0.000145031,0.000149008,0.0003212815],"domain_scores_gemma":[0.9992185,0.0000467738,0.0003009314,0.0001513301,0.000123488,0.0001589841],"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":[0.00003967465,0.00007866607,0.00005001299,0.0002140619,0.0001148488,0.000001073331,0.001314509,0.0007098041,0.9883335,0.00004415837,0.000007256243,0.009092489],"study_design_scores_gemma":[0.0004290621,0.0002258617,0.01298795,0.00007285037,0.0000499973,0.000005257321,0.0001421057,0.01268075,0.9724293,0.00003035698,0.0007710847,0.0001754522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907594,0.0008997732,0.008104428,0.00001363375,0.00008116816,0.00009794771,0.000006088968,0.000009748165,0.00002776518],"genre_scores_gemma":[0.9850677,0.0003980238,0.01438852,0.00003946964,0.00005514242,0.00000344311,0.00001596853,0.00002464782,0.000007076665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01590418,"threshold_uncertainty_score":0.6004378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007099936165904115,"score_gpt":0.2327062535684773,"score_spread":0.2256063174025731,"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."}}