{"id":"W2133192384","doi":"10.1177/0163278702025001008","title":"A Comparison of the Quality of Cochrane Reviews and Systematic Reviews Published in Paper-Based Journals","year":2002,"lang":"en","type":"article","venue":"Evaluation & the Health Professions","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Systematic review; Quality (philosophy); Cochrane collaboration; MEDLINE; Medicine; Medical education; Psychology; Political science","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":[0.6237694,0.000243478,0.007099913,0.0003012999,0.0004433496,0.0001408656,0.001525024,0.0000900759,0.01067722],"category_scores_gemma":[0.3007449,0.00007661202,0.00107818,0.002794458,0.0001218148,0.0002540565,0.0001242331,0.0004191804,0.0001697693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000853097,"about_ca_system_score_gemma":0.0002776075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992135,"about_ca_topic_score_gemma":0.0003307006,"domain_scores_codex":[0.4831352,0.4463927,0.05537923,0.001017747,0.01355792,0.0005172031],"domain_scores_gemma":[0.9180993,0.02368963,0.0485283,0.006616124,0.002852791,0.0002138302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003676068,0.001610428,0.1668931,0.1189513,0.0001973977,1.408512e-7,0.05001942,0.0005622365,0.0006072525,0.003292631,0.5925928,0.06523652],"study_design_scores_gemma":[0.003816311,0.000367052,0.4361905,0.1621929,0.001764093,0.000009034839,0.02031208,0.3058308,0.00005323104,0.01791816,0.05079109,0.000754679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08651979,0.6729706,0.004825148,0.177311,0.001504403,0.05416443,0.00003125914,0.000007982043,0.002665347],"genre_scores_gemma":[0.9920588,0.002479959,0.0009606755,0.002124165,0.00003250911,0.0009977792,0.0000029766,0.000008938842,0.001334174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.905539,"threshold_uncertainty_score":0.9902272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9446355596120252,"score_gpt":0.7095874658572304,"score_spread":0.2350480937547947,"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."}}