{"id":"W4408444003","doi":"10.1213/ane.0000000000007485","title":"In Response","year":2025,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto; University of Ottawa","funders":"","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":[],"consensus_categories":[],"category_scores_codex":[0.003639466,0.001218652,0.001099706,0.0009546202,0.003867763,0.007870222,0.002512809,0.03515198,0.1515148],"category_scores_gemma":[0.03373004,0.0006693951,0.001501346,0.0005864145,0.001985413,0.002321187,0.004386198,0.02778033,0.07850082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282496,"about_ca_system_score_gemma":0.005674101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003646666,"about_ca_topic_score_gemma":0.009520763,"domain_scores_codex":[0.9954992,0.0007971601,0.0003116513,0.0006281633,0.001612447,0.001151434],"domain_scores_gemma":[0.987511,0.004463153,0.0009292483,0.0005076038,0.003231216,0.0033577],"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":[0.00002571759,0.000008952978,0.0001771937,0.00003949041,0.000005025442,0.000128483,0.00003662325,0.0000143953,0.0000791232,0.0004279073,0.9966557,0.002401452],"study_design_scores_gemma":[0.00003271085,0.0000206328,0.0006346146,0.0001416568,0.000009407061,0.0001250266,0.0004272069,0.00006123292,0.0001075784,0.0007946392,0.9976235,0.0000217694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005503518,0.001464644,0.0002505265,0.771352,0.2080559,0.00009411325,0.0005407706,0.000208296,0.01748342],"genre_scores_gemma":[0.002225635,0.0005230281,0.0001555202,0.8564819,0.0327089,0.00008999096,0.0001813305,0.00006279321,0.107571],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1515148,"threshold_uncertainty_score":0.5068675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000278731792075,"score_gpt":0.3026834587104885,"score_spread":0.2926806713925678,"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."}}