{"id":"W2953532511","doi":"10.4103/ijciis.ijciis_78_18","title":"Systematic review: Factors related to injuries in small- and medium-sized enterprises","year":2019,"lang":"en","type":"review","venue":"International Journal of Critical Illness and Injury Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Laurentian University; University of Toronto","funders":"","keywords":"Antecedent (behavioral psychology); Medicine; Critical appraisal; Systematic review; Occupational safety and health; Psychological intervention; Applied psychology; Data extraction; Human factors and ergonomics; Poison control; Injury prevention; Protocol (science); MEDLINE; Nursing; Environmental health; Psychology; Social psychology; Alternative medicine","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"],"consensus_categories":[],"category_scores_codex":[0.00523773,0.0002649717,0.00196049,0.001030207,0.0003251048,0.00007550345,0.0009778144,0.0002076037,0.0001360128],"category_scores_gemma":[0.02120707,0.0001678432,0.0001595525,0.0006184229,0.0005719391,0.0005176587,0.0004431698,0.001229437,0.0000431414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480942,"about_ca_system_score_gemma":0.002861715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003661916,"about_ca_topic_score_gemma":0.000009755043,"domain_scores_codex":[0.9944502,0.0008366401,0.002597229,0.0003539521,0.001270021,0.000492001],"domain_scores_gemma":[0.9915637,0.005324422,0.0006625617,0.0002107286,0.001679835,0.0005587746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001494985,0.000117174,0.001497285,0.9290588,0.00008562346,0.00004108795,0.000928106,1.083495e-7,0.000002299385,0.008041791,0.0002636834,0.05981449],"study_design_scores_gemma":[0.0003584003,0.0003675548,0.002084301,0.9465461,0.0002899256,0.00007864987,0.0005791001,0.00000847108,0.000001363636,0.001165595,0.04815178,0.0003686998],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001349323,0.9905467,0.00003406644,0.002845608,0.002988708,0.001812133,0.0001146651,0.000007225632,0.0003015501],"genre_scores_gemma":[0.008314825,0.9904958,0.00009861446,0.0007448179,0.0001053647,0.0000935871,0.000007237679,0.00001671619,0.0001230375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05944579,"threshold_uncertainty_score":0.9870377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08219284526665309,"score_gpt":0.536979649425462,"score_spread":0.4547868041588088,"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."}}