{"id":"W2169090881","doi":"10.1136/bmj.f7668","title":"Quality of reporting in systematic reviews of adverse events: systematic review","year":2014,"lang":"en","type":"review","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Systematic review; Medicine; Adverse effect; Guideline; MEDLINE; Confidence interval; Meta-analysis; Family medicine; Internal medicine; 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","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.781642,0.00118921,0.1379613,0.001180247,0.00004531435,0.00004032384,0.004833073,0.000389693,0.001716127],"category_scores_gemma":[0.8134031,0.0004934329,0.02421495,0.004653557,0.0000711382,0.0001976813,0.0003860886,0.0004484612,0.002851198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579922,"about_ca_system_score_gemma":0.0003806883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565017,"about_ca_topic_score_gemma":0.00003386889,"domain_scores_codex":[0.3025417,0.2868519,0.3926731,0.002646711,0.01463049,0.0006561463],"domain_scores_gemma":[0.3485382,0.04046981,0.5849676,0.02277876,0.002979591,0.0002660575],"domain_codex":"reporting","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":"reporting","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[4.493768e-7,0.00004976829,0.00006334019,0.9923034,0.0005107872,0.000004673257,0.00004246232,5.393275e-7,5.799637e-8,0.000264704,0.00366028,0.00309952],"study_design_scores_gemma":[0.00006124149,0.00001565333,0.000007475949,0.9088581,0.009113316,0.00006499873,0.00007120988,0.0000214626,3.191627e-8,0.0001289534,0.08129324,0.0003643641],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001703819,0.9582721,0.0008745293,0.00003329414,0.0003191938,0.03788032,0.00002397094,0.000005016891,0.002589845],"genre_scores_gemma":[0.00001699301,0.9919724,0.001485146,0.0000912261,0.00006060699,0.003288201,0.0000240302,0.0000444538,0.003016923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2463821,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8879511234504891,"score_gpt":0.6558010206739828,"score_spread":0.2321501027765063,"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."}}