{"id":"W2614808491","doi":"10.7249/rr1463","title":"Systematic Reviews for Occupational Safety and Health Questions: Resources for Evidence Synthesis","year":2016,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Agency for Healthcare Research and Quality; McMaster University; University of Pittsburgh; RAND Corporation","keywords":"Systematic review; Management science; Risk analysis (engineering); Computer science; Psychology; Engineering ethics; Medicine; Engineering; MEDLINE; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006656092,0.0002837084,0.001262525,0.0001506908,0.0002648356,0.0000582144,0.00007976903,0.0002058938,0.00003036013],"category_scores_gemma":[0.01737278,0.0002044509,0.0002582087,0.00002321027,0.0000789347,0.0001607707,0.00002124627,0.0001267977,0.0000173176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785143,"about_ca_system_score_gemma":0.001408125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531718,"about_ca_topic_score_gemma":0.0001099399,"domain_scores_codex":[0.9959422,0.0003277119,0.002738121,0.0004623925,0.0003489869,0.000180627],"domain_scores_gemma":[0.9838861,0.01190212,0.003004029,0.0003875318,0.0006644334,0.000155778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01569309,0.0001284915,0.0001340074,0.2963849,0.0008672195,0.000003321815,0.0006704577,0.000002978935,0.0001419613,0.04859093,0.3430454,0.2943372],"study_design_scores_gemma":[0.004733266,0.001262794,0.0002786007,0.1287154,0.002970183,0.00006471639,0.00007003322,0.0005740793,0.00001794412,0.01531678,0.8454296,0.0005666455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00003693177,0.02537444,0.871112,0.02044067,0.001087403,0.06926488,0.001521083,0.0002497557,0.01091287],"genre_scores_gemma":[0.001611797,0.01042435,0.03864465,0.009253779,0.003854977,0.01422585,0.001513833,0.0002299067,0.9202409],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.909328,"threshold_uncertainty_score":0.9909043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3979692482577027,"score_gpt":0.4981714372314119,"score_spread":0.1002021889737092,"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."}}