{"id":"W2155375762","doi":"10.1093/ckj/sfs152","title":"Availability of renal literature in six bibliographic databases","year":2012,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Database; MEDLINE; Information retrieval; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.3316343,0.0002406905,0.003395309,0.002489056,0.0000906872,0.0005537125,0.001723648,0.0001537938,0.01739317],"category_scores_gemma":[0.3280295,0.0001063789,0.003297805,0.009241452,0.0002293013,0.00103379,0.0001965748,0.001027035,0.0008187611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197511,"about_ca_system_score_gemma":0.0001870671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002780333,"about_ca_topic_score_gemma":0.000006341078,"domain_scores_codex":[0.9523557,0.02182972,0.02030353,0.0006555435,0.004397807,0.0004576663],"domain_scores_gemma":[0.9494048,0.02337066,0.01470762,0.006332116,0.003342426,0.002842425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001743428,0.0002793515,0.7243034,0.00001897274,0.00007095343,0.000005729603,0.00008036143,0.000001566535,0.00002949236,0.0002484536,0.2711214,0.003822895],"study_design_scores_gemma":[0.0005033421,0.00007325643,0.5934266,0.0002898471,0.0001456912,0.0001029532,0.0001053939,0.0002088344,0.0000163653,0.003376953,0.4016002,0.000150502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713342,0.01008401,0.005815445,0.003087698,0.002813497,0.0004936052,0.0001796258,0.000005036659,0.006186837],"genre_scores_gemma":[0.9883152,0.0009904311,0.007432724,0.001295982,0.0008976691,0.000004051926,0.00001258568,0.000009870656,0.001041532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308768,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7827705670793366,"score_gpt":0.5942875917792718,"score_spread":0.1884829753000647,"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."}}