{"id":"W4285073502","doi":"10.1007/978-3-642-27843-3_115-1","title":"Clinical Use of Diuretics","year":2021,"lang":"en","type":"book-chapter","venue":"Pediatric Nephrology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nephron; Medicine; Sodium; Intensive care medicine; Pharmacology; Drug; Internal medicine; Chemistry; Kidney","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":[0.0003016677,0.0004734658,0.0003558329,0.0005638105,0.0002459422,0.000763081,0.0005074445,0.0006348883,0.01751751],"category_scores_gemma":[0.001048655,0.0001504319,0.0002745834,0.0004279377,0.0002500074,0.000653762,0.0005428562,0.001241996,0.01024801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277766,"about_ca_system_score_gemma":0.0005951239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000630011,"about_ca_topic_score_gemma":0.001573042,"domain_scores_codex":[0.999715,0.00006640788,0.00002827041,0.00003161785,0.0001367511,0.00002197834],"domain_scores_gemma":[0.9997299,0.0001456472,0.00003116288,0.00001742663,0.00004465192,0.00003116573],"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":[0.00008889839,0.0001420569,0.00166134,0.0005927128,0.00001848001,0.0021336,0.0002852744,0.0001515757,0.00283815,0.01138778,0.1870016,0.7936985],"study_design_scores_gemma":[0.00001323915,0.00007191091,0.002368544,0.0006019083,0.0000129152,0.01235579,0.00007587754,0.0001394709,0.001151901,0.003077776,0.9801183,0.00001237651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004208663,0.2244624,0.006621615,0.006971471,0.003361282,0.00008878818,0.0003947436,0.0004358102,0.7534552],"genre_scores_gemma":[0.05890404,0.2347383,0.01716474,0.01333332,0.004668455,0.000231131,0.0007977575,0.0003069935,0.6698552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01751751,"threshold_uncertainty_score":0.05860192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04958985209766784,"score_gpt":0.3077173091453581,"score_spread":0.2581274570476902,"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."}}