{"id":"W2133159341","doi":"10.1109/ccece.1998.685584","title":"Surface reconstruction from tomography data","year":2002,"lang":"en","type":"article","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Surface (topology); Smoothness; Tomography; Surface reconstruction; Iterative reconstruction; Generalization; Computer vision; Computer science; Energy minimization; Solid modeling; Attenuation; Segmentation; Operator (biology); Artificial intelligence; Physics; Mathematics; Geometry; Mathematical analysis; Optics","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":[0.0007189671,0.00101851,0.001517123,0.002161731,0.0003884716,0.001966805,0.001575304,0.001881705,0.002482154],"category_scores_gemma":[0.002868736,0.0009828387,0.001934192,0.001903376,0.0008623214,0.001806015,0.001793569,0.001785417,0.001766237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160177,"about_ca_system_score_gemma":0.0007673202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344195,"about_ca_topic_score_gemma":0.0009251605,"domain_scores_codex":[0.9991954,0.0001391921,0.00003913994,0.0001256632,0.0004368025,0.00006374682],"domain_scores_gemma":[0.9989917,0.0003501874,0.00008374058,0.000241774,0.0002876606,0.00004487503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000300379,0.0001078759,0.002528578,0.0008035165,0.0001452375,0.0008272403,0.0005168495,0.282756,0.09426853,0.03691489,0.007497112,0.5733339],"study_design_scores_gemma":[0.0000226722,0.00005555572,0.0004641286,0.00002827875,0.0000231664,0.0005031348,0.00008008473,0.9501678,0.02171206,0.01653961,0.01036104,0.00004250637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003566605,0.0001384252,0.9950074,0.00008898516,0.00002691031,0.00003029482,0.00009380447,0.0006445021,0.0004030477],"genre_scores_gemma":[0.1081616,0.0008263291,0.8871249,0.0001315604,0.00008480064,0.0001722986,0.001369792,0.00047131,0.001657355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002482154,"threshold_uncertainty_score":0.008303583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0854328717885387,"score_gpt":0.32206705360395,"score_spread":0.2366341818154113,"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."}}