{"id":"W2121032517","doi":"","title":"Scope for improvement in the quality of reporting of systematic reviews. From the Cochrane Musculoskeletal Group.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Systematic review; Checklist; Cochrane Library; MEDLINE; Quality (philosophy); Documentation; Scale (ratio); Meta-analysis; Physical therapy; Family medicine; Pathology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4050253,0.005345111,0.01569573,0.05373039,0.002259123,0.01065486,0.008456323,0.01234233,0.01635709],"category_scores_gemma":[0.6520564,0.005918903,0.01420832,0.04597129,0.006718858,0.01348973,0.01017722,0.01379398,0.0117395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0198964,"about_ca_system_score_gemma":0.05715643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008249523,"about_ca_topic_score_gemma":0.006189698,"domain_scores_codex":[0.4875055,0.206269,0.2072008,0.01298762,0.08268067,0.003356419],"domain_scores_gemma":[0.3128634,0.325236,0.1747945,0.02278587,0.1543894,0.0099309],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001086629,0.00009358518,0.00296483,0.4606023,0.003254722,0.0001451629,0.001105916,0.0005149031,0.0006359272,0.004507164,0.1734405,0.3516483],"study_design_scores_gemma":[0.002539293,0.0005746206,0.01645342,0.6777793,0.006022788,0.0006575858,0.0004909687,0.001094487,0.0008932255,0.007250413,0.2859244,0.0003195372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0009649001,0.8624361,0.01743399,0.0545075,0.011021,0.03203132,0.01094989,0.001581005,0.009074271],"genre_scores_gemma":[0.01476732,0.653486,0.1380915,0.0209266,0.004727802,0.1481021,0.01522562,0.001392673,0.00328041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5949748,"threshold_uncertainty_score":0.7337098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7076751342310164,"score_gpt":0.5255352641620924,"score_spread":0.182139870068924,"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."}}