{"id":"W7074174490","doi":"","title":"Voronoi Ball Models for Computational Shape Applications","year":2004,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medial axis; Voronoi diagram; Shape analysis (program analysis); Topological skeleton; Ball (mathematics); Active shape model; Representation (politics); Surface (topology); Measure (data warehouse); Similarity (geometry)","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":[0.001546676,0.0007557635,0.0009580243,0.001608797,0.0006243848,0.002025794,0.001488358,0.001099877,0.004113895],"category_scores_gemma":[0.00892213,0.0005470974,0.001055994,0.00144062,0.001405329,0.002203354,0.001979023,0.0009694568,0.001075943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340941,"about_ca_system_score_gemma":0.001023277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005407754,"about_ca_topic_score_gemma":0.003735658,"domain_scores_codex":[0.998777,0.0005042252,0.00005186223,0.00008388147,0.0005276351,0.00005526932],"domain_scores_gemma":[0.9967906,0.002292314,0.0001602633,0.0002984689,0.0003641312,0.00009426699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004154668,0.0000179071,0.0003442605,0.0001152692,0.00001896507,0.00004175813,0.0001532927,0.5196998,0.001049562,0.4409178,0.001601072,0.03599882],"study_design_scores_gemma":[0.000006782131,0.00001201831,0.0000354012,0.00001552903,0.000002415777,0.00001957566,0.00001868341,0.901027,0.0002511874,0.09404275,0.004562321,0.000006393006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007941051,0.0006412481,0.9860229,0.0002230027,0.00004781673,0.00005902276,0.00009853647,0.0002927025,0.004673673],"genre_scores_gemma":[0.4169377,0.001777505,0.5734339,0.0001198653,0.0001304049,0.0004812607,0.0005039999,0.0003194462,0.006295974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005407754,"threshold_uncertainty_score":0.0137623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470599496382525,"score_gpt":0.2045755008169993,"score_spread":0.1898695058531741,"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."}}