{"id":"W2952983568","doi":"10.1177/1538574419858163","title":"Comparison of Qualitative and Quantitative Assessments of Iliac Artery Tortuosity and Calcification","year":2019,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Tortuosity; Calcification; Iliac artery; Radiology","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":[0.01370457,0.0004664644,0.0003329482,0.004851829,0.0002927422,0.001088922,0.0004663281,0.0003754815,0.001168791],"category_scores_gemma":[0.02534062,0.0003478077,0.0004096801,0.001126638,0.0008782065,0.0006096369,0.0009279935,0.0002586372,0.0002030189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170851,"about_ca_system_score_gemma":0.0004322217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163278,"about_ca_topic_score_gemma":0.001842277,"domain_scores_codex":[0.9926674,0.002499629,0.001290169,0.0006945413,0.002638227,0.0002100034],"domain_scores_gemma":[0.9711733,0.01307488,0.005708465,0.001672503,0.00774526,0.0006256701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001791267,0.0001364282,0.8837294,0.0005299716,0.0005794596,0.0003921777,0.003731038,0.002025652,0.03055419,0.0004962009,0.0005650661,0.07546906],"study_design_scores_gemma":[0.00008467647,0.0008202927,0.952314,0.0002030578,0.0003322425,0.003097891,0.002313154,0.01683691,0.02121424,0.001065949,0.001579236,0.0001384667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710398,0.000757731,0.02458192,0.00005186578,0.00003885524,0.000164015,0.0002751776,0.0001508892,0.002939709],"genre_scores_gemma":[0.9853136,0.0001673055,0.01395533,0.0000240843,0.00001763661,0.00007907783,0.0001669605,0.00001745183,0.0002585963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370457,"threshold_uncertainty_score":0.07247758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08920383437801062,"score_gpt":0.4012099235263283,"score_spread":0.3120060891483177,"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."}}