{"id":"W2004529718","doi":"10.5402/2011/241385","title":"Colour Doppler and Volume Changes—Anterolateral Thigh Flap: The Sunnybrook Experience","year":2011,"lang":"en","type":"article","venue":"ISRN Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Claudication; Ultrasonography; Surgery; Habitus; Arterial disease; Radiology; Vascular disease","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":[],"consensus_categories":[],"category_scores_codex":[0.000530605,0.0001865743,0.0003913726,0.0001221013,0.0001281013,0.00002635756,0.00008584429,0.0001137146,0.0006290601],"category_scores_gemma":[0.00006877906,0.0001232987,0.0001661307,0.0001356704,0.0003406389,0.0001410608,0.00007251915,0.0002048814,0.00003936444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002341702,"about_ca_system_score_gemma":0.00004928513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539802,"about_ca_topic_score_gemma":0.00003938842,"domain_scores_codex":[0.9988431,0.00009784851,0.0002442194,0.0003089762,0.0001518926,0.0003539099],"domain_scores_gemma":[0.9991934,0.0001303116,0.00008933862,0.0003892225,0.00008381397,0.0001139621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002830845,0.0001045476,0.9375485,0.00005850064,0.000143879,0.0002226359,0.003439128,7.358987e-9,0.01463074,0.0001364968,0.01397623,0.02945625],"study_design_scores_gemma":[0.0003733795,0.0001602146,0.7686796,0.0002650241,0.0001011166,0.003210997,0.0008634566,0.0000174102,0.129819,0.0003620262,0.09571479,0.0004330706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959978,0.0005281467,0.0001327469,0.0004165566,0.0004880528,0.0003049294,0.000005656541,0.000150312,0.001975802],"genre_scores_gemma":[0.9958802,0.000464284,0.0003090554,0.001274383,0.0001354436,0.00008825761,0.00000739376,0.00002560205,0.001815352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168869,"threshold_uncertainty_score":0.6887767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599149133553402,"score_gpt":0.2451182667438073,"score_spread":0.1991267754082733,"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."}}