{"id":"W6990276665","doi":"","title":"Development and Characterization of a Human Model of Arteriovenous Malformations (AVM)-on-a-Chip","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Defense","keywords":"Arteriovenous malformation; Umbilical vein; Vascular disease; Fibrin; Vascular malformation; Vascular occlusion; Mural cell; Blood vessel; Dysplasia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004026351,0.000319993,0.0002835114,0.0002296639,0.0002087827,0.0003408548,0.0004814565,0.0006448975,0.002151618],"category_scores_gemma":[0.0002101057,0.0002396366,0.0003707768,0.0001574815,0.000174862,0.0001634111,0.0002100316,0.0007919797,0.001097961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832568,"about_ca_system_score_gemma":0.0002444609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000583393,"about_ca_topic_score_gemma":0.0009784857,"domain_scores_codex":[0.9997504,0.00002721474,0.00001365521,0.00007007025,0.00009922832,0.00003927381],"domain_scores_gemma":[0.9998498,0.00003389243,0.00001945779,0.00003810148,0.00002932572,0.00002938591],"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":[0.00006883827,0.0001007659,0.0002786201,0.0001134373,0.00001594514,0.0001646137,0.00003967288,0.0005240464,0.9906486,0.0005370948,0.001285478,0.006222939],"study_design_scores_gemma":[0.00004217823,0.0007536447,0.004014193,0.0000231161,0.0000615354,0.001129341,0.00005409153,0.00830806,0.9498777,0.0002943216,0.03542086,0.00002089515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6048708,0.005656843,0.3519645,0.001100286,0.0008949077,0.001543016,0.01023715,0.002330895,0.0214015],"genre_scores_gemma":[0.7789592,0.003202125,0.1847409,0.0006063748,0.00007428315,0.002923209,0.006801634,0.00029739,0.02239504],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002151618,"threshold_uncertainty_score":0.007197857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017600984008552,"score_gpt":0.3126398907684479,"score_spread":0.2824638809283624,"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."}}