{"id":"W7095549650","doi":"","title":"Original Articles","year":2016,"lang":"en","type":"article","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000535624,0.0001886298,0.0003100022,0.001057817,0.001856329,0.002348029,0.000846694,0.0007097993,0.02508684],"category_scores_gemma":[0.008742933,0.0001398314,0.0008333466,0.003295033,0.0006160309,0.0004221771,0.0004859614,0.001147343,0.001101546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01858669,"about_ca_system_score_gemma":0.05345892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.981593,"about_ca_topic_score_gemma":0.9844714,"domain_scores_codex":[0.9988199,0.00009705259,0.00007842794,0.0001394261,0.0005133396,0.0003518602],"domain_scores_gemma":[0.99199,0.0005925021,0.001273715,0.0002260334,0.003915878,0.002001872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001993344,0.00008228428,0.8921312,0.0001739878,0.0002780503,0.0002815082,0.0003564971,0.000205977,0.0001562669,0.001523122,0.08492677,0.01968496],"study_design_scores_gemma":[0.00005295805,0.00002214213,0.9766308,0.0002111903,0.000109631,0.000288371,0.001283258,0.000208056,0.00008900858,0.0002776805,0.02080711,0.00001987107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7813049,0.01276529,0.0006442019,0.06051258,0.00247393,0.0002912252,0.05987489,0.000120142,0.08201285],"genre_scores_gemma":[0.9499769,0.006196706,0.0004955399,0.008367665,0.0008627191,0.00005942377,0.01174703,0.0000601177,0.02223377],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.981593,"threshold_uncertainty_score":0.1348565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616325645851593,"score_gpt":0.2671597984367661,"score_spread":0.2509965419782502,"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."}}