{"id":"W2003774556","doi":"10.1016/j.jclinepi.2006.01.007","title":"Errors in search strategies were identified by type and frequency","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"MEDLINE; Cochrane Library; Interquartile range; Medicine; Systematic review; Randomized controlled trial; Evidence-based medicine; Alternative medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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"],"category_scores_codex":[0.5151784,0.0001738949,0.008247527,0.0002999915,0.00004193182,0.0001369812,0.001062943,0.0002799316,0.00236087],"category_scores_gemma":[0.3812885,0.00007881351,0.001369845,0.0006626067,0.0002661992,0.0002939405,0.00007576434,0.0007896713,0.0003150078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453818,"about_ca_system_score_gemma":0.0002213846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478117,"about_ca_topic_score_gemma":0.0002328116,"domain_scores_codex":[0.8529399,0.09055577,0.05310203,0.0008080468,0.002142224,0.0004520286],"domain_scores_gemma":[0.8248563,0.1498057,0.02144973,0.001535326,0.002005818,0.0003470612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000255866,0.00006737481,0.8418213,0.0000127794,0.00006658951,0.00002256415,0.00002191991,0.0002028867,0.00004350196,0.01105609,0.1422808,0.004378688],"study_design_scores_gemma":[0.0003811329,0.0002302534,0.6991559,0.00003497129,0.00006102056,0.00005555196,0.0004111235,0.001128716,0.000001399839,0.2793782,0.01907089,0.00009085122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977114,0.004873055,0.005553983,0.006840816,0.0007977622,0.000130337,0.000003330056,0.00000115562,0.004685577],"genre_scores_gemma":[0.9902225,0.0004067958,0.006267921,0.0006512654,0.0003016951,8.976996e-7,0.000001748869,0.000005696484,0.002141505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2683221,"threshold_uncertainty_score":0.9985511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8938970071046008,"score_gpt":0.6803107360019218,"score_spread":0.213586271102679,"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."}}