{"id":"W4412900430","doi":"10.1007/978-3-642-27830-3_3-1","title":"Acidosis","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutreco (Canada)","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":[0.0002264137,0.0008056141,0.000619701,0.0007021681,0.0007834689,0.001491318,0.0008770687,0.001127601,0.1153475],"category_scores_gemma":[0.0004637594,0.0002246585,0.0004850839,0.0008089175,0.0003113582,0.0007629625,0.001342636,0.001643855,0.05782367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006184066,"about_ca_system_score_gemma":0.0005886683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894226,"about_ca_topic_score_gemma":0.002083658,"domain_scores_codex":[0.9997604,0.00002854735,0.00001362741,0.00005773166,0.00009992836,0.00003980353],"domain_scores_gemma":[0.9998944,0.00001582047,0.000008628538,0.00001403395,0.0000442194,0.0000229439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009156718,0.0002614543,0.0009082024,0.001833678,0.00006351892,0.004167564,0.0003242457,0.0008702519,0.03970549,0.04691217,0.3391265,0.5649114],"study_design_scores_gemma":[0.00002741688,0.00007354398,0.0005736924,0.0001647184,0.00001948874,0.002704219,0.00006733192,0.0001909225,0.00503269,0.00459244,0.9865405,0.0000130084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005066348,0.02964937,0.009934021,0.003322771,0.003761168,0.0001816432,0.001330755,0.000997743,0.9457561],"genre_scores_gemma":[0.02405375,0.01452528,0.003454372,0.002795394,0.0006299929,0.00007259975,0.0009275228,0.0001740083,0.9533672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1153475,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340767881853628,"score_gpt":0.2483507897499696,"score_spread":0.2349431109314333,"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."}}