{"id":"W2052869360","doi":"10.1159/000087933","title":"Benefit of Echocontrast-Enhanced Transcranial Arterial Color-Coded Duplex Ultrasound","year":2005,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency","keywords":"Medicine; Radiology; Lumen (anatomy); Transcranial Doppler; Temporal bone; Middle cerebral artery; Cerebral arteries; Contrast (vision); Ultrasound; Surgery; Cardiology; Ischemia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004175321,0.0003761874,0.0002883586,0.0004060752,0.0001390855,0.0002608688,0.0001360375,0.0004837933,0.00242149],"category_scores_gemma":[0.005555884,0.0001247273,0.0001469649,0.0001370431,0.0003416724,0.0004434368,0.0001640241,0.0003938178,0.0002686613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008743061,"about_ca_system_score_gemma":0.0002200159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002626487,"about_ca_topic_score_gemma":0.0004003524,"domain_scores_codex":[0.9997818,0.00008405559,0.00002172518,0.00003596287,0.00004548743,0.0000310337],"domain_scores_gemma":[0.9973875,0.001529286,0.0002370452,0.0001529425,0.0002990221,0.000394253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007447424,0.000348795,0.7638738,0.0003338654,0.000139421,0.01550661,0.0002101573,0.000818002,0.04990463,0.0004201309,0.001362086,0.1596352],"study_design_scores_gemma":[0.0002962199,0.003082982,0.8742321,0.000129246,0.0004213018,0.092081,0.0003026487,0.004160053,0.02095877,0.0007973104,0.003500947,0.00003743837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914158,0.002199455,0.002665927,0.0005000743,0.0000456682,0.00001447503,0.0000649245,0.00005739997,0.003036366],"genre_scores_gemma":[0.9984753,0.0003108958,0.0008136002,0.00008094191,0.0001006939,0.000002894023,0.00004110062,0.000005636676,0.000168952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00242149,"threshold_uncertainty_score":0.008100748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005707729775618045,"score_gpt":0.2254900209364927,"score_spread":0.2197822911608747,"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."}}