{"id":"W2030287793","doi":"10.1097/01.ccm.0000257251.11504.70","title":"Critical Care Medicine: The Essentials, Third Edition","year":2007,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"","keywords":"Medicine; Respiratory Medicine; Division (mathematics); Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008747161,0.0003691889,0.0006887946,0.0002001281,0.0003982288,0.0000231389,0.000219153,0.0002656296,0.002547827],"category_scores_gemma":[0.01135275,0.000210774,0.0001609913,0.0005309249,0.002550283,0.0001322718,0.00006140555,0.0008837546,0.0001849699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805138,"about_ca_system_score_gemma":0.0001361862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053701,"about_ca_topic_score_gemma":0.00003387506,"domain_scores_codex":[0.9963803,0.0001325684,0.0007524254,0.0005792631,0.001403263,0.0007521916],"domain_scores_gemma":[0.9946476,0.002125104,0.0000525937,0.0006818988,0.001745154,0.000747666],"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":[0.002456418,0.0005222248,0.01539077,0.009259655,0.0001683674,0.004814025,0.01714817,0.00000302939,0.07852028,0.2548284,0.5635921,0.0532965],"study_design_scores_gemma":[0.01271321,0.009203978,0.0624915,0.007687266,0.00374651,0.002615435,0.3126387,0.0001475437,0.0558561,0.005631919,0.5258119,0.001455983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05824759,0.05997475,0.06642735,0.4754409,0.02220232,0.001912195,0.00008290944,0.001079949,0.314632],"genre_scores_gemma":[0.9707156,0.00009915461,0.0002400245,0.01723,0.0110083,0.00002751714,0.0002290949,0.00004520852,0.0004050597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9124681,"threshold_uncertainty_score":0.998364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017316643060871,"score_gpt":0.3534275183079898,"score_spread":0.3332543518773811,"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."}}