{"id":"W4388126404","doi":"10.21203/rs.3.rs-3485977/v1","title":"Influence of Biomechanical Stimulus on 3D Bioprinted Respiratory Tissue Scaffolds","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Innovation Saskatchewan","keywords":"Stimulus (psychology); Biomedical engineering; Respiratory system; Anatomy; Medicine; Psychology; Cognitive psychology","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":[0.0002545294,0.0003726544,0.0002160092,0.0001910631,0.000145678,0.0003598677,0.0001879076,0.0003654484,0.0005093366],"category_scores_gemma":[0.0002728621,0.0001920395,0.0002070464,0.0001240101,0.0002252344,0.0002028335,0.0002213558,0.0002743241,0.0001552153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997415,"about_ca_system_score_gemma":0.0001233047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004049966,"about_ca_topic_score_gemma":0.001138246,"domain_scores_codex":[0.9997632,0.0000375022,0.00002662222,0.00004697482,0.00008613351,0.00003958537],"domain_scores_gemma":[0.9996166,0.0001469471,0.0001269698,0.00002834535,0.00004293634,0.00003813149],"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":[0.00001486476,0.00001025523,0.00008376749,0.00003369148,0.000002153716,0.00004435065,0.00002312942,0.0001673731,0.9991697,0.00001148616,0.000006338301,0.0004329093],"study_design_scores_gemma":[0.000004127145,0.0001848583,0.003303025,0.000009420786,0.00001111029,0.00009990035,0.00004284651,0.001842993,0.993714,0.00001089931,0.0007674539,0.000009305101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995235,0.0007160885,0.003095419,0.00002297239,0.0000277889,0.00002862637,0.00008830681,0.00004759322,0.0007382026],"genre_scores_gemma":[0.9927251,0.0004269404,0.006100212,0.00003196154,0.00001048559,0.00005194143,0.0001059591,0.00001871833,0.0005285545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005093366,"threshold_uncertainty_score":0.001703978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09435271165693615,"score_gpt":0.4171234490862084,"score_spread":0.3227707374292722,"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."}}