{"id":"W4229016758","doi":"10.1126/scitranslmed.abq1908","title":"Changing cell fate in the wall of pulmonary arteries","year":2022,"lang":"en","type":"letter","venue":"Science Translational Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cardiology; Vascular wall; Medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189208,0.0002078186,0.0004229005,0.001119193,0.0002319027,0.000007645283,0.0004741622,0.00008034368,0.001553776],"category_scores_gemma":[0.0000636085,0.0001207371,0.00008694989,0.001711208,0.001231907,0.0001261532,0.00003698685,0.001038962,0.00001004149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005879618,"about_ca_system_score_gemma":0.0004840301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045056,"about_ca_topic_score_gemma":0.000002465275,"domain_scores_codex":[0.9958193,0.0001046642,0.0003832077,0.0004264038,0.002736179,0.0005302486],"domain_scores_gemma":[0.9989719,0.0003242268,0.0001052224,0.0003801498,0.0001369907,0.00008148581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002936787,0.004842347,0.0958838,0.00639991,0.0004380373,0.1769939,0.03037493,0.0001418299,0.07627597,0.0009990549,0.5637338,0.04097963],"study_design_scores_gemma":[0.004577251,0.001960444,0.08744134,0.001260538,0.000343601,0.002749728,0.003023923,0.002986962,0.0005746621,0.002858073,0.8916577,0.0005657885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01715865,0.001590888,0.0000147069,0.9664245,0.000234341,0.0008029088,0.00007032313,0.00001586248,0.01368788],"genre_scores_gemma":[0.7425661,0.0001799888,0.0001252459,0.2536829,0.0005331932,0.0001053019,0.0008982891,0.00002251548,0.001886501],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7254075,"threshold_uncertainty_score":0.999359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04451968649842181,"score_gpt":0.3083042160607878,"score_spread":0.263784529562366,"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."}}