{"id":"W4223914468","doi":"10.1172/jci160227","title":"Recalibrating vascular malformations and mechanotransduction by pharmacological intervention","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fondation Leducq","keywords":"Mechanotransduction; Blood flow; Blood vessel; Hemodynamics; Endothelium; Arteriogenesis; Lymphatic system; Endothelial stem cell","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":[0.000256353,0.0003445082,0.0003187769,0.0004217281,0.0002103705,0.0003844735,0.0002740954,0.0003705344,0.002226671],"category_scores_gemma":[0.0003015496,0.00008752486,0.0002780991,0.0001840462,0.000514425,0.0002564432,0.0002603815,0.001141199,0.000338021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770118,"about_ca_system_score_gemma":0.0003379612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002140989,"about_ca_topic_score_gemma":0.0005132266,"domain_scores_codex":[0.9998902,0.00003189404,0.00001006836,0.00001430695,0.00002362466,0.00002998386],"domain_scores_gemma":[0.9999293,0.00001847398,0.00002038965,0.000008171148,0.000008523195,0.00001508056],"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":[0.003011327,0.003166521,0.001535869,0.00256618,0.0001901597,0.002005518,0.0001514731,0.0006816409,0.5850054,0.01283855,0.007268715,0.3815787],"study_design_scores_gemma":[0.002834917,0.02001181,0.03246228,0.001573624,0.0005716396,0.01334003,0.0005148124,0.005504652,0.6402113,0.01287685,0.2699853,0.0001128177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7376489,0.1547365,0.04254187,0.008794224,0.002789663,0.001300383,0.000496804,0.001332535,0.05035905],"genre_scores_gemma":[0.9201435,0.06000001,0.01096082,0.001751555,0.0006129994,0.0004765038,0.000220304,0.00004591234,0.005788445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002226671,"threshold_uncertainty_score":0.007448971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0721099845487768,"score_gpt":0.3786889344411071,"score_spread":0.3065789498923303,"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."}}