{"id":"W4249372515","doi":"10.1213/ane.0000000000002361","title":"In Response","year":2017,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Harm; Malpractice; Scientific evidence; American society of anesthesiologists; Medical emergency; Surgery; Law; Social psychology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008034174,0.0005090815,0.001134464,0.0007312418,0.0000866408,0.00007687746,0.0004240375,0.001340985,0.0003864786],"category_scores_gemma":[0.0002329036,0.0004734263,0.0004091094,0.0001922536,0.0001582516,0.0002136164,0.00003552383,0.002315119,0.0008255097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188559,"about_ca_system_score_gemma":0.0004807507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151667,"about_ca_topic_score_gemma":0.000009114754,"domain_scores_codex":[0.997134,0.0003581932,0.000516763,0.0007400796,0.0005571577,0.0006938241],"domain_scores_gemma":[0.9972221,0.0004335913,0.0003353418,0.001808559,0.00008396464,0.0001164108],"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":[0.0007988488,0.00003574043,0.003564561,0.0001677027,0.00005469292,0.1710621,0.00004950507,2.52037e-7,0.0001697363,0.00000245386,0.8237357,0.0003587343],"study_design_scores_gemma":[0.0004687885,0.0001463876,0.06730665,0.0007651137,0.0001088355,0.005879987,0.000003981856,0.000004584914,0.0003233439,0.00009732009,0.9244608,0.0004342181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1387804,0.0006595146,0.00000636092,0.8580765,0.0001974522,0.0003816771,0.000002320803,0.00008596438,0.001809912],"genre_scores_gemma":[0.01736169,0.0001587383,0.0002325715,0.8972104,0.00332839,0.00008926632,0.0001235975,0.000172057,0.08132328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1651821,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877198474514217,"score_gpt":0.2771296854838535,"score_spread":0.2583577007387113,"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."}}