{"id":"W4406542283","doi":"10.1016/j.ymed.2016.08.121","title":"10.1016/j.ymed.2016.08.121","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic renal insufficiency; Kidney disease; Cohort; Disease; Internal medicine; Cohort study; Renal function","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":[0.0009468732,0.001021608,0.0005293803,0.001809115,0.0008394723,0.002999777,0.0009668026,0.003016306,0.8763245],"category_scores_gemma":[0.00188886,0.0005448041,0.0007542745,0.0007264892,0.001080989,0.002671928,0.001380632,0.00182335,0.8315105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008586412,"about_ca_system_score_gemma":0.001210899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479492,"about_ca_topic_score_gemma":0.001928046,"domain_scores_codex":[0.999653,0.00003056297,0.00003491726,0.00008912736,0.0001103987,0.00008200952],"domain_scores_gemma":[0.9987685,0.0002159853,0.0001505995,0.0001111331,0.0003198543,0.0004339813],"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":[0.0002880813,0.0002289159,0.005319526,0.0004399159,0.00005065281,0.000744168,0.00008238803,0.0002086604,0.00111123,0.003478524,0.2905605,0.6974874],"study_design_scores_gemma":[0.00009400328,0.0001384669,0.007627808,0.001228379,0.00005376586,0.008206842,0.0002902469,0.0005239499,0.00128131,0.006065973,0.9744474,0.00004182341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007659612,0.01926317,0.006797567,0.01318212,0.004581869,0.0001994854,0.004240533,0.003638022,0.9404376],"genre_scores_gemma":[0.02556815,0.007269789,0.004655397,0.003558903,0.001753847,0.0001219145,0.002293193,0.0006360472,0.9541429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1236755,"threshold_uncertainty_score":0.176408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005428850196444166,"score_gpt":0.2033105368192285,"score_spread":0.1978816866227843,"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."}}