{"id":"W4406542315","doi":"10.1016/j.ymed.2014.07.004","title":"10.1016/j.ymed.2014.07.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Kidney disease; Intensive care medicine; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005552068,0.0007586589,0.0003903398,0.00125372,0.000804255,0.001964111,0.0007778077,0.002842881,0.8802318],"category_scores_gemma":[0.001519099,0.0003122488,0.0004336443,0.0006245884,0.0006628484,0.001975784,0.001051748,0.001455578,0.7944824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007865413,"about_ca_system_score_gemma":0.00117695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263971,"about_ca_topic_score_gemma":0.002434008,"domain_scores_codex":[0.9997422,0.00002737781,0.00002391285,0.00005475481,0.00007228558,0.00007936823],"domain_scores_gemma":[0.9990434,0.0001594634,0.0001275702,0.00003984853,0.0001698709,0.0004598755],"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":[0.0002594168,0.0004027125,0.01031833,0.0004532596,0.00003387854,0.0005817505,0.0001357388,0.0001781859,0.0004428916,0.004403314,0.3451192,0.6376713],"study_design_scores_gemma":[0.00007474116,0.0001381303,0.009925894,0.001310083,0.00003773676,0.005016943,0.0004703467,0.0002341372,0.000345211,0.003844254,0.9785765,0.00002617619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00736656,0.0157747,0.001525331,0.01406904,0.002607894,0.00008089055,0.002870918,0.001188058,0.9545165],"genre_scores_gemma":[0.02851057,0.008356899,0.00210894,0.003724376,0.001280438,0.00008159657,0.002121509,0.0002486898,0.9535669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1197682,"threshold_uncertainty_score":0.1708348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005264884483799598,"score_gpt":0.1919538901734223,"score_spread":0.1866890056896227,"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."}}