{"id":"W2418836749","doi":"","title":"Clinical utility of colour flow Doppler ultrasonography in planning anterolateral thigh flap harvest.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Claudication; Medicine; Gynecology; Ultrasonography; Lower limb; Surgery; Arterial disease; 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":[0.001660947,0.0001349637,0.000501263,0.0001992691,0.00002207197,0.00001282762,0.0001012299,0.0002287966,0.00006891687],"category_scores_gemma":[0.0002782028,0.0001134831,0.0003082049,0.0001899235,0.0002747707,0.0001343982,0.00002978179,0.0006550079,0.000001711504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006952468,"about_ca_system_score_gemma":0.00003322171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003647342,"about_ca_topic_score_gemma":0.00002889176,"domain_scores_codex":[0.9985709,0.0001189041,0.0005637678,0.0002936762,0.0001289088,0.0003238289],"domain_scores_gemma":[0.9991814,0.000150495,0.0001208997,0.0003303861,0.00007517193,0.0001416673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002591595,0.0002095067,0.9142947,0.00003783771,0.00007488326,0.00002505634,0.00007519429,7.971331e-8,0.002466575,0.00001395087,0.0004106883,0.08213237],"study_design_scores_gemma":[0.0008748488,0.00004434918,0.9761109,0.000040993,0.00003079143,0.0001117486,0.00002432899,0.00003458616,0.02021289,0.0001466423,0.002270587,0.00009738204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967462,0.00007468738,0.0001468052,0.0001069443,0.0005861775,0.0007101531,0.00001530371,0.00007923164,0.001534431],"genre_scores_gemma":[0.9962716,0.00003223583,0.003171423,0.0001467107,0.0001007873,0.0001946672,0.00001579129,0.00001303649,0.00005373955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08203498,"threshold_uncertainty_score":0.4627707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096354085853146,"score_gpt":0.2954128523654818,"score_spread":0.2644493115069503,"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."}}