{"id":"W4415659890","doi":"10.21203/rs.3.rs-7659916/v1","title":"Next-Generation Non-Invasive Capillary Angiography System","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Perfusion; Imaging phantom; Blood flow; Angiography; Oxygenation; Capillary action; Forearm; Visualization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007302688,0.0003915165,0.0006640658,0.0008255191,0.0003668792,0.0009595068,0.001132748,0.001186457,0.01416311],"category_scores_gemma":[0.001013086,0.000304814,0.0003686206,0.0003737718,0.0002222133,0.0008479684,0.0009466219,0.0006946148,0.002735538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754526,"about_ca_system_score_gemma":0.0008580986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391885,"about_ca_topic_score_gemma":0.001700719,"domain_scores_codex":[0.9994841,0.00007543075,0.00001341592,0.0001330239,0.0002442684,0.00004976909],"domain_scores_gemma":[0.9993013,0.0002031033,0.00004402516,0.0001390322,0.0002003685,0.0001120343],"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":[0.001916448,0.0004772983,0.008146531,0.0004582019,0.0002209485,0.0006435064,0.0002388974,0.003470672,0.587258,0.01020947,0.07016493,0.3167951],"study_design_scores_gemma":[0.0004605385,0.001369138,0.01984034,0.0001008359,0.0003367385,0.004494268,0.00009131515,0.3464553,0.4364681,0.008572574,0.1814471,0.0003636167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1004057,0.003028977,0.8093157,0.00182986,0.001235765,0.0006111339,0.005994515,0.05714766,0.02043065],"genre_scores_gemma":[0.54612,0.001221285,0.415065,0.001871161,0.0005951111,0.0008155557,0.004388706,0.00131389,0.02860918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01416311,"threshold_uncertainty_score":0.04738033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.067517786117946,"score_gpt":0.3595347631131617,"score_spread":0.2920169769952157,"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."}}