{"id":"W7116351357","doi":"10.14740/cr2151","title":"Preliminary Observations on Discordance Between Coronary Artery Calcium Score of Zero and Coronary Computed Tomography Angiography Findings in Asymptomatic Adults","year":2025,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptomatic; Coronary artery calcium; Coronary angiography; Coronary artery disease; Angiography; Coronary Calcium Score","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003128873,0.0002936994,0.0002222997,0.000681562,0.000358746,0.0005060365,0.0003890846,0.0006451701,0.002024109],"category_scores_gemma":[0.02106764,0.0001579388,0.000199779,0.000337244,0.0006387444,0.0003181603,0.00050449,0.0005378092,0.0004149493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977338,"about_ca_system_score_gemma":0.0002027962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008481721,"about_ca_topic_score_gemma":0.00075145,"domain_scores_codex":[0.9981033,0.0007366386,0.0001991404,0.0002918864,0.0005001698,0.0001687625],"domain_scores_gemma":[0.9818185,0.01006995,0.004095124,0.0009155211,0.002488864,0.0006120077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004200761,0.00003736099,0.9943625,0.00002525624,0.00001570386,0.000419527,0.0005693343,0.0000340573,0.001262265,0.00005423874,0.0001426151,0.002657092],"study_design_scores_gemma":[0.00001042719,0.0003906324,0.9952538,0.00001263171,0.00002775892,0.002724036,0.000383523,0.0001972823,0.0006380539,0.00007484957,0.0002810144,0.000005867062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977707,0.0002019473,0.0003904185,0.000104502,0.00001876227,0.00001962144,0.00007934871,0.00001041079,0.001404318],"genre_scores_gemma":[0.9996535,0.00002009085,0.0001560641,0.00002913538,0.00001643578,0.000005724046,0.00004752441,0.000001402628,0.00007017573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003128873,"threshold_uncertainty_score":0.01654726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611218054893508,"score_gpt":0.3507535225282312,"score_spread":0.2896317170388804,"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."}}