{"id":"W4406542363","doi":"10.1016/j.ymed.2015.06.041","title":"10.1016/j.ymed.2015.06.041","year":2000,"lang":"en","type":"article","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":"Medicine; Ethnic group; Mesa; Renal function; Internal medicine; Bicarbonate; Cardiology; Physiology; Anthropology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009168399,0.0001226946,0.0001987483,0.00006462556,0.00004687608,0.0000159706,0.00007285496,0.00005749729,0.9977547],"category_scores_gemma":[0.00005015619,0.0001020704,0.00007163016,0.0001942301,0.00002633963,0.00005120564,0.00001337959,0.0001221629,0.9972774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003438533,"about_ca_system_score_gemma":0.00004118023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001073771,"about_ca_topic_score_gemma":5.593842e-8,"domain_scores_codex":[0.9991782,0.00001920813,0.0001593575,0.0002075443,0.0002130865,0.0002225642],"domain_scores_gemma":[0.9993649,0.0000280986,0.00002102615,0.0002903712,0.00005037877,0.0002452611],"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":[0.0002232714,0.00006164014,0.000001632978,0.00001034922,0.00001760997,0.00002134666,0.000006378569,0.0000131443,0.001019648,6.80176e-7,0.7315751,0.2670492],"study_design_scores_gemma":[0.0006284375,0.0002383902,0.0002393673,0.00006046192,0.00002882406,0.00004869301,9.277761e-7,0.0001387965,0.001977043,0.000002243816,0.9965175,0.0001192577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002053455,0.000127379,0.000002631679,0.001948942,0.000003094127,0.0001928143,0.000008231296,0.0001594621,0.995504],"genre_scores_gemma":[0.000594033,9.956648e-7,0.0001143892,0.0006161288,0.0003160546,0.00001435453,0.00003961684,0.00002152024,0.9982829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.26693,"threshold_uncertainty_score":0.4162308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005619969342922851,"score_gpt":0.199132764410704,"score_spread":0.1935127950677812,"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."}}