{"id":"W7055988550","doi":"","title":"3D Radiology/Pathology Correlates in Carotid Atheroma (Canadian Atherosclerosis Imaging Network)","year":2011,"lang":"en","type":"other","venue":"UCL Discovery (University College London)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atheroma; Carotid arteries; Ultrasound imaging; Medical imaging; Arteriosclerosis; Computed tomography; Carotid artery disease; Disease","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001314256,0.0005165909,0.0007246949,0.0005303139,0.000271504,0.00002253345,0.0005549193,0.0003244909,0.01162265],"category_scores_gemma":[0.000003910373,0.0006149138,0.0002551111,0.0005227935,0.000362099,0.0003925454,0.0001437729,0.0006162191,0.0003097526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255176,"about_ca_system_score_gemma":0.0004004614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03779589,"about_ca_topic_score_gemma":0.05645303,"domain_scores_codex":[0.9978452,0.0001880834,0.0002125497,0.0007305984,0.0001273181,0.0008962378],"domain_scores_gemma":[0.9989035,0.00005562682,0.0002605909,0.0005325185,0.00003214241,0.0002156818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001276168,0.0001807928,0.2880965,0.00003889356,0.0004303524,0.0006208037,0.0006601242,0.0002635026,0.00001622954,0.3014358,0.4063448,0.001784605],"study_design_scores_gemma":[0.006219099,0.0002138398,0.01679214,0.00103639,0.0004537238,0.00005002167,0.002483318,0.0003872259,0.000009442892,0.01846523,0.9508418,0.003047704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002677514,0.0004574003,0.003528994,0.00007492965,0.001124533,0.0006490217,0.006345254,0.0000984954,0.9850439],"genre_scores_gemma":[0.1664445,0.0001598535,0.001347761,0.0001222368,0.001141949,0.000009132156,0.0004643017,0.0004099213,0.8299004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5444971,"threshold_uncertainty_score":0.9996302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005608793560542589,"score_gpt":0.1789081637671272,"score_spread":0.1732993702065846,"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."}}