{"id":"W4406558841","doi":"10.1016/s1887-2050(08)38044-1","title":"10.1016/s1887-2050(08)38044-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008783212,0.000445463,0.0006660398,0.0002505904,0.00006639744,0.00002920369,0.0001562903,0.0003603701,0.9986762],"category_scores_gemma":[0.00003513337,0.0003960132,0.0002817385,0.00006030878,0.00006563922,0.00004428567,0.00004769852,0.0005106754,0.9981083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011409,"about_ca_system_score_gemma":0.0001056334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008983632,"about_ca_topic_score_gemma":1.446995e-7,"domain_scores_codex":[0.9983095,0.00001168659,0.000384797,0.0005115082,0.000459405,0.0003230876],"domain_scores_gemma":[0.9986919,0.0000494448,0.0001092916,0.0006381313,0.0001160465,0.0003951861],"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":[0.000516462,0.00003181606,2.001159e-8,0.00005067019,0.0001033396,0.0001291115,0.000003953309,0.000004449866,0.00008389394,0.0000555747,0.7977591,0.2012617],"study_design_scores_gemma":[0.000681331,0.0004211078,0.00000332049,0.0005560282,0.0001778171,0.0001155942,2.483872e-7,0.00001524683,0.0001160451,0.00007469014,0.9974371,0.0004014325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001504885,0.0005269142,9.558394e-7,0.0005899858,0.00001118111,0.000484317,0.00007715866,0.0002484302,0.9980596],"genre_scores_gemma":[0.000001714578,0.00000834651,0.00007598432,0.0006055452,0.001017853,0.00001827531,0.0004399943,0.0001235889,0.9977087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2008602,"threshold_uncertainty_score":0.9998492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008307189778228748,"score_gpt":0.1839978265023955,"score_spread":0.1756906367241667,"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."}}