{"id":"W2961010871","doi":"10.1097/aln.0000000000002842","title":"Transversus Abdominis Plane Block","year":2019,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Transversus abdominis; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003140897,0.0005400528,0.003045721,0.0002625393,0.0000477202,0.000009320994,0.0002966114,0.0007823549,0.0004537596],"category_scores_gemma":[0.000025254,0.0003873483,0.0007670201,0.0001841423,0.0001185992,0.00001784383,0.00002271171,0.0004626803,0.004321355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005891431,"about_ca_system_score_gemma":0.0002513371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525086,"about_ca_topic_score_gemma":0.00000115603,"domain_scores_codex":[0.9978287,0.0003074751,0.0005907826,0.0006148251,0.0001777572,0.0004804949],"domain_scores_gemma":[0.9982643,0.0005276165,0.0002364758,0.0007995783,0.00002721592,0.0001448744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001558563,0.0001468,0.0006037402,0.03399864,0.0006221311,0.002680542,0.00007123959,4.969897e-7,2.409569e-7,0.0005907387,0.01764979,0.9434798],"study_design_scores_gemma":[0.0005206394,0.000831634,0.0003322751,0.003071896,0.003200033,0.002475128,0.00002157928,9.024683e-7,2.030208e-7,0.00001329177,0.9891779,0.0003545019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001904515,0.9941719,0.000001665366,0.0001132501,0.0001245679,0.001488011,0.000002315396,0.0001051051,0.003802764],"genre_scores_gemma":[0.00005185636,0.9891682,0.000137369,0.001949599,0.0003026961,0.0001003835,0.0002591412,0.00009215868,0.007938634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9715281,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07371094817536365,"score_gpt":0.3351419398732294,"score_spread":0.2614309916978657,"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."}}