{"id":"W4248288596","doi":"10.21203/rs.3.rs-117842/v1","title":"Diaphragm Satellite Cells Isolation by Optimized MACS and the Effect of Mechanical Ventilation on their Proliferation and Differentiation Characteristics through MyoD and Myogenin Pathways","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Myogenin; MyoD; Satellite; Isolation (microbiology); Cell biology; Diaphragm (acoustics); Myogenesis; Chemistry; Biology; Engineering; Aerospace engineering; Bioinformatics; Myocyte; Electrical engineering","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":[0.0005529712,0.0005131466,0.0003436751,0.0004971696,0.0002301281,0.0003155608,0.0002320868,0.0003328019,0.0006659396],"category_scores_gemma":[0.0002689225,0.0001449409,0.0003439032,0.0002037069,0.0002304162,0.0002240264,0.0003692097,0.000462115,0.0003121557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162424,"about_ca_system_score_gemma":0.0002874068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003279774,"about_ca_topic_score_gemma":0.0008335317,"domain_scores_codex":[0.9996951,0.00003868853,0.00004252205,0.00008466001,0.00009247659,0.00004655907],"domain_scores_gemma":[0.9998404,0.00002305423,0.00004347734,0.0000206794,0.00004300505,0.00002935826],"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":[0.00003734798,0.00001704024,0.0004897833,0.00008622179,0.000007727726,0.00003372015,0.00002588097,0.00004017954,0.9961668,0.00006579877,0.00006285105,0.002966539],"study_design_scores_gemma":[0.00002462876,0.0002272785,0.01202244,0.00002978006,0.00005477913,0.0003159725,0.00004798318,0.00201223,0.9788599,0.00008314592,0.006309954,0.00001195191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090177,0.006953267,0.08015843,0.0003766379,0.0001994282,0.0002831242,0.0008315719,0.0003302892,0.001849559],"genre_scores_gemma":[0.8825102,0.004388974,0.1057895,0.0004214811,0.00009106671,0.0006122122,0.001900985,0.00008156756,0.004204035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006659396,"threshold_uncertainty_score":0.002924383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03825412815835932,"score_gpt":0.3230732801477607,"score_spread":0.2848191519894013,"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."}}