{"id":"W2281913576","doi":"10.54294/j0ws9u","title":"VascuSynth: Vascular Tree Synthesis Software","year":2011,"lang":"en","type":"article","venue":"The Insight Journal","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Software; Computer science; Tree (set theory); Segmentation; Hierarchy; License; Data mining; Artificial intelligence; Mathematics; Programming language; Operating system","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":[0.0008747344,0.0009024459,0.0004956169,0.001174399,0.000383079,0.001088027,0.002080234,0.0009238304,0.02852027],"category_scores_gemma":[0.002794693,0.0009926907,0.001030085,0.000723811,0.000379507,0.0009581452,0.001032223,0.001117893,0.005190213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005803417,"about_ca_system_score_gemma":0.0008905024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813112,"about_ca_topic_score_gemma":0.002054747,"domain_scores_codex":[0.9997045,0.00003896223,0.0000336972,0.00007577772,0.0001150607,0.00003191118],"domain_scores_gemma":[0.9992933,0.000378852,0.00004938742,0.00008304665,0.0001670803,0.00002818254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299797,0.00018952,0.004955583,0.002183225,0.0003450018,0.0008592956,0.00062671,0.1106281,0.07728367,0.04451142,0.2779841,0.4791336],"study_design_scores_gemma":[0.0005035017,0.000171817,0.002767153,0.00017938,0.0001254995,0.0009181424,0.00009182513,0.6259782,0.109102,0.02604613,0.2339568,0.0001597095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005641829,0.0001681727,0.7951192,0.0001120289,0.0001023593,0.0001822317,0.004655308,0.1887806,0.005238341],"genre_scores_gemma":[0.1283562,0.0005894559,0.7949507,0.0004767962,0.00009739742,0.001200818,0.01836228,0.04320977,0.01275659],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02852027,"threshold_uncertainty_score":0.09540975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830987653774838,"score_gpt":0.2263399763906539,"score_spread":0.2080300998529055,"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."}}