{"id":"W4402315090","doi":"10.1016/j.bjane.2024.844555","title":"Hybrid ultrasound and landmark technique for thoracic paravertebral block: a clinical image","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Anesthesiology (English Edition)","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Landmark; Block (permutation group theory); Ultrasound; Computer vision; Artificial intelligence; Image (mathematics); Computer science; Medicine; Radiology; Mathematics; Geometry","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":[0.0003143424,0.001750111,0.0007968195,0.002686231,0.0008084864,0.001046171,0.001190444,0.007045858,0.00552841],"category_scores_gemma":[0.001854598,0.0008025453,0.0009658585,0.001247138,0.001679378,0.003976347,0.001169991,0.004155078,0.002113901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008018058,"about_ca_system_score_gemma":0.00118297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780395,"about_ca_topic_score_gemma":0.002012487,"domain_scores_codex":[0.9995914,0.00005937662,0.00006149452,0.00008860754,0.0000785972,0.0001204972],"domain_scores_gemma":[0.9993907,0.0002282641,0.00007066493,0.00007913713,0.00007854044,0.0001527389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0006345145,0.0003229633,0.004985974,0.0002909181,0.00003828032,0.9431452,0.0003241126,0.0006258866,0.01927261,0.0007076169,0.003241622,0.02641024],"study_design_scores_gemma":[0.0002127744,0.0008656571,0.007309289,0.0001664655,0.00008186296,0.9763902,0.0002319615,0.002285683,0.005271636,0.0009232161,0.006193595,0.00006758485],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.778635,0.04511819,0.072451,0.03072293,0.003202113,0.001646404,0.00187853,0.001746568,0.06459925],"genre_scores_gemma":[0.9349086,0.01454209,0.03196251,0.006068355,0.004660078,0.0002423396,0.0004304973,0.0002260411,0.006959467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007045858,"threshold_uncertainty_score":0.01849443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527639173069619,"score_gpt":0.3120541207255468,"score_spread":0.2967777289948506,"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."}}