{"id":"W64177751","doi":"10.1155/2003/818404","title":"Re‐Evaluation of Acid‐Base Prediction Rules in Patients with Chronic Respiratory Acidosis","year":2003,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Respiratory acidosis; Acidosis; Respiratory system; Base (topology); Acid–base imbalance; Intensive care medicine; Internal 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":[0.003785587,0.0004297157,0.0007145406,0.0005992908,0.0003548662,0.0009232378,0.0005773976,0.0005540121,0.0008838472],"category_scores_gemma":[0.03450796,0.00013184,0.0002304423,0.0003819772,0.0003086045,0.0005465806,0.0003411316,0.0006651075,0.0002552056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326583,"about_ca_system_score_gemma":0.0007590793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297771,"about_ca_topic_score_gemma":0.003355138,"domain_scores_codex":[0.9981273,0.0008478013,0.0002927387,0.0002039512,0.0004479128,0.00008037512],"domain_scores_gemma":[0.9851757,0.01078746,0.001060096,0.0006583492,0.001860078,0.0004582204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002192252,0.0002883598,0.8401647,0.0001897926,0.0001505124,0.001712347,0.0004434248,0.01429118,0.002486074,0.0002862097,0.003011761,0.1347834],"study_design_scores_gemma":[0.001042961,0.004060449,0.4702304,0.000457259,0.0007306316,0.0147561,0.001813928,0.468109,0.02682616,0.00370184,0.008106037,0.0001651972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791982,0.0007990283,0.01602519,0.00101189,0.00005783834,0.0001376127,0.000285853,0.0002946577,0.002189734],"genre_scores_gemma":[0.9924988,0.00009676268,0.006903769,0.00008357437,0.00002722669,0.0000321528,0.0002148875,0.0000100495,0.0001327607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003785587,"threshold_uncertainty_score":0.02002031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864210952732418,"score_gpt":0.2573585419702173,"score_spread":0.2287164324428932,"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."}}