{"id":"W2026938839","doi":"10.1159/000158673","title":"Segment Analysis of Human Coronary Arteries","year":2008,"lang":"en","type":"article","venue":"Blood Vessels","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Coronary arteries; Human heart; Coronary vessel; Branching (polymer chemistry); Cardiology; Blood vessel; Coronary heart disease; Anatomy; Medicine; Internal medicine; Computer science; Artery; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004577418,0.00008210917,0.0003087422,0.0001961276,0.00006830057,0.00000295481,0.00005168543,0.00003597097,0.001129318],"category_scores_gemma":[0.00002445121,0.00007471038,0.0002379305,0.0003313493,0.00008955028,0.00003537995,0.00002986269,0.00005070843,0.00001194795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009981986,"about_ca_system_score_gemma":0.00002993417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003366134,"about_ca_topic_score_gemma":0.00001663211,"domain_scores_codex":[0.9993072,0.00001540059,0.0002734937,0.00013299,0.0001604737,0.0001104847],"domain_scores_gemma":[0.9994555,0.00004615959,0.00007286558,0.0002745632,0.00008312333,0.00006776218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006503983,0.003047938,0.9648284,0.0001030498,0.003367196,0.0005935465,0.000796982,0.00002596714,0.02263051,0.001047386,0.002348762,0.001145253],"study_design_scores_gemma":[0.0009050326,0.0008547223,0.9833469,0.00006037065,0.003719479,0.000118869,0.0001472238,0.00003344432,0.009998305,0.00004144284,0.0006941357,0.00008011649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968028,0.0003922177,0.0001106214,0.000105156,0.00003940751,0.0001088722,0.0000339059,0.00002875329,0.002378268],"genre_scores_gemma":[0.9976769,0.0001039993,0.0003354791,0.00008828709,0.00003415759,0.00001224908,0.0001109852,0.000007809762,0.00163011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851849,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246054164837335,"score_gpt":0.2986390985109949,"score_spread":0.2661785568626215,"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."}}