{"id":"W4391809662","doi":"10.3390/ijms25042291","title":"Transcriptomic Analysis of Mineralized Adipose-Derived Stem Cell Tissues for Calcific Valve Disease Modelling","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transcriptome; Extracellular matrix; Calcification; Adipose tissue; Stromal cell; PDGFB; RUNX2; Cell biology; Fibrosis; Stem cell; Biology; Heart valve; Gene expression; Pathology; Bioinformatics; Cancer research; Gene; Medicine; Genetics; Growth factor; Internal medicine; Endocrinology; Receptor","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":[0.0003169426,0.0004241914,0.000632876,0.001048867,0.000317362,0.0007983715,0.0002094479,0.0003343691,0.0009224183],"category_scores_gemma":[0.0003687977,0.0001610335,0.000568732,0.0012061,0.0002463916,0.0002051432,0.0003439391,0.0004693522,0.0005181434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244461,"about_ca_system_score_gemma":0.00043084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006752509,"about_ca_topic_score_gemma":0.001176957,"domain_scores_codex":[0.9997202,0.00002056697,0.00001876044,0.00008728432,0.0001115336,0.0000416783],"domain_scores_gemma":[0.9997827,0.00007496792,0.00004765224,0.00001345975,0.00005958337,0.00002158434],"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":[0.0002358036,0.00003236771,0.003709961,0.0003326103,0.00004314117,0.000172488,0.0001282405,0.001342234,0.9852003,0.0001877797,0.0002302907,0.008384773],"study_design_scores_gemma":[0.000056639,0.001081075,0.2306999,0.0003245125,0.0007571803,0.001616867,0.001300435,0.05083177,0.6791291,0.001747038,0.03230445,0.0001509413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154003,0.004543616,0.02884801,0.0001574893,0.00008518344,0.0002100183,0.04734427,0.0004404951,0.002970508],"genre_scores_gemma":[0.8753986,0.005403986,0.0483325,0.0003288017,0.00006190313,0.0006734196,0.06601883,0.0002545147,0.003527461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048867,"threshold_uncertainty_score":0.003085792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291132825161124,"score_gpt":0.3627715839105631,"score_spread":0.3336583013944507,"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."}}