{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379569,0.0001732249,0.0002698985,0.0007474216,0.0001452031,0.00002668064,0.00007868626,0.0001351315,0.0008899346],"category_scores_gemma":[0.000482557,0.0001467846,0.00007572211,0.0004150431,0.0000838015,0.0002273894,0.000003919898,0.0004477903,0.00002605518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777675,"about_ca_system_score_gemma":0.004863364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002771515,"about_ca_topic_score_gemma":0.0133497,"domain_scores_codex":[0.9977334,0.0003601243,0.0005199601,0.0002344541,0.0007946069,0.0003574867],"domain_scores_gemma":[0.9980552,0.00001729091,0.0002494924,0.0002980214,0.0007393381,0.0006406186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003024042,0.0001209231,0.9740573,0.00005695774,0.00007478719,0.00006779588,0.00008763111,0.0006760904,0.004174201,0.00007925741,0.004036705,0.01626591],"study_design_scores_gemma":[0.01125444,0.001716747,0.896526,0.0006609298,0.0001822788,0.00002608778,0.0001397552,0.0001514161,0.02080489,0.000049517,0.06824265,0.0002452835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950635,0.0016638,0.00006025828,0.00009969376,0.000304946,0.0004250875,0.0000415485,0.00001183953,0.002329345],"genre_scores_gemma":[0.9980471,0.00001312585,0.0001003686,0.001574422,0.0001705868,0.00001981554,0.00001391286,0.00002685144,0.00003385177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07753135,"threshold_uncertainty_score":0.974416,"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."}}