{"id":"W4386641184","doi":"10.1111/anae.16112","title":"Abstracts","year":2023,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Institute of Academic Anaesthesia","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001765612,0.0009476063,0.0007069798,0.003089216,0.001435623,0.003572169,0.001249189,0.001361747,0.7266457],"category_scores_gemma":[0.009676849,0.0002774182,0.0007948061,0.002635819,0.0003522549,0.00148791,0.001830901,0.00106533,0.5091714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785838,"about_ca_system_score_gemma":0.003620459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426828,"about_ca_topic_score_gemma":0.002893718,"domain_scores_codex":[0.998297,0.0002787423,0.0002955172,0.0001976594,0.0007826099,0.0001485244],"domain_scores_gemma":[0.9919989,0.0008719974,0.0005259778,0.0004765645,0.004635153,0.001491473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002291521,0.00004206065,0.0004458723,0.001058298,0.00001275964,0.0002469914,0.0000696375,0.00003208931,0.0004724347,0.001595009,0.9098516,0.08594406],"study_design_scores_gemma":[0.0000218783,0.00002916402,0.001012706,0.0004739256,0.000006587333,0.0002589721,0.00008873728,0.00001635777,0.0001542494,0.0006404168,0.9972903,0.000006797292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00465273,0.02177912,0.003257103,0.02952371,0.06654994,0.002599639,0.07761632,0.001656192,0.7923654],"genre_scores_gemma":[0.01625854,0.01206972,0.001993645,0.007904218,0.01113713,0.001078388,0.03131026,0.0006835104,0.9175645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2733543,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196145775288488,"score_gpt":0.2742852467387852,"score_spread":0.2546706692099364,"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."}}