{"id":"W4220806309","doi":"10.1016/j.matbio.2022.03.007","title":"Collagen type XIX regulates cardiac extracellular matrix structure and ventricular function","year":2022,"lang":"en","type":"article","venue":"Matrix Biology","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Institute of General Medical Sciences; Kentucky IDeA Networks of Biomedical Research Excellence; University of Louisville","keywords":"Extracellular matrix; Function (biology); Chemistry; Ventricular function; Type I collagen; Cell biology; Internal medicine; Biochemistry; Biology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002731908,0.0001431063,0.0003101525,0.0002041578,0.0002047622,0.00001455589,0.00009788484,0.0001411393,0.002758422],"category_scores_gemma":[0.00007817045,0.0001253739,0.00008267836,0.0004651689,0.0000830542,0.00001686523,0.0002721617,0.0002444363,0.00005716345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095665,"about_ca_system_score_gemma":0.00009712874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004241984,"about_ca_topic_score_gemma":9.637305e-7,"domain_scores_codex":[0.9986159,0.000263739,0.0002038717,0.0003729873,0.000226543,0.000316934],"domain_scores_gemma":[0.9993383,0.00006723793,0.00006310673,0.0003175757,0.00008670067,0.0001271352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007401789,0.00005554286,0.04041234,0.00009871837,0.0001604183,0.0002949877,0.00005959648,0.00008032387,0.9469495,0.001245733,0.008132457,0.001770155],"study_design_scores_gemma":[0.00177548,0.002220774,0.02836733,0.000009179037,0.0002785464,0.0005444094,0.0003583021,0.0007382938,0.02152931,0.001276511,0.9425622,0.0003396895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655942,0.03262419,0.00004322882,0.0005601875,0.0004437855,0.0005155599,0.00005405995,0.00005887356,0.0001058705],"genre_scores_gemma":[0.9881315,0.000197841,0.0003127662,0.00006170791,0.0001754539,0.00002170334,0.0003630995,0.00002910102,0.01070684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9344297,"threshold_uncertainty_score":0.9981532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064234042810292,"score_gpt":0.2859571537562097,"score_spread":0.2753148133281068,"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."}}