{"id":"W2314272718","doi":"10.1097/aap.0b013e318228e20f","title":"Reply to Drs. Cummings and Mascha","year":2011,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001529907,0.000256193,0.0005343206,0.000267442,0.00006941178,0.000004950379,0.0001104669,0.00009877249,0.000316126],"category_scores_gemma":[0.0002431855,0.000189582,0.00008265482,0.0003244586,0.0002641286,0.00008476035,0.00001366347,0.0002038828,0.00008969221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694662,"about_ca_system_score_gemma":0.00006455303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002198359,"about_ca_topic_score_gemma":0.000003733676,"domain_scores_codex":[0.9981446,0.0001385399,0.000390655,0.0004854182,0.0004740233,0.0003667627],"domain_scores_gemma":[0.9985023,0.0003258341,0.00009864158,0.0004328355,0.0001253258,0.000515041],"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":[0.002185635,0.0003717724,0.1651009,0.0005541531,0.0002048454,0.004325243,0.007786982,7.137997e-7,0.009058592,0.002994007,0.7867899,0.02062725],"study_design_scores_gemma":[0.0007617222,0.001049242,0.10997,0.001133582,0.00007960075,0.002861972,0.0003891317,0.00003151998,0.001040058,0.000728231,0.8816992,0.0002556989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.656194,0.001132699,0.001925802,0.3389734,0.00002662204,0.0004999244,5.465447e-8,0.0001770006,0.001070566],"genre_scores_gemma":[0.2552036,0.000478888,0.007524877,0.7268363,0.0009638268,0.00009532016,0.00002292801,0.00008628716,0.008787971],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4009903,"threshold_uncertainty_score":0.773093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418277265402848,"score_gpt":0.2491173289205881,"score_spread":0.2149345562665596,"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."}}