{"id":"W2248601831","doi":"10.1117/12.387721","title":"<title>3D reconstruction of a human heart fascicle using SurfDriver</title>","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Stylus; Merge (version control); Computer vision; Computer graphics (images); Computer science; Software; Visualization; Digitization; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001700724,0.0001400422,0.0002326658,0.00007011866,0.00003565157,0.00001522465,0.0002860358,0.0001775109,0.0003523909],"category_scores_gemma":[0.00006929857,0.000128784,0.00023077,0.0001896802,0.0001831725,0.0001482489,0.00003478278,0.0001926294,0.00001303794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000775478,"about_ca_system_score_gemma":0.00001362044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002521678,"about_ca_topic_score_gemma":7.86958e-8,"domain_scores_codex":[0.9990672,1.132846e-8,0.0003252024,0.0001498173,0.0002569245,0.0002007719],"domain_scores_gemma":[0.9995518,0.00002460439,0.00007266515,0.00003915955,0.0002540583,0.00005771863],"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":[0.00001387545,0.00004742943,0.00009728888,0.000326377,0.0002367801,1.244777e-7,0.00006945684,0.0001374256,0.6376309,0.3449516,0.008827804,0.007660951],"study_design_scores_gemma":[0.002118391,0.0005087259,0.0008466361,0.00120822,0.0003815349,0.0001574446,0.0006185154,0.283026,0.3717906,0.008655302,0.3295223,0.001166267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651849,0.000205607,0.00002408365,0.0001680304,0.0001965663,0.0001352773,0.00001405086,0.0001204242,0.03395111],"genre_scores_gemma":[0.9318594,0.0004849213,0.06605732,0.00004958595,0.0004411302,0.00002900082,0.000006173982,0.00007702263,0.0009954099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3362963,"threshold_uncertainty_score":0.525166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046453525582199,"score_gpt":0.2250592524256552,"score_spread":0.2145947171698332,"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."}}