{"id":"W4385282980","doi":"10.1371/journal.pone.0284469","title":"An examination of psychometric properties of study quality assessment scales in meta-analysis: Rasch measurement model applied to the firefighter cancer literature","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Rasch model; Observational study; Psychometrics; Reliability (semiconductor); Inter-rater reliability; Clinical psychology; Psychology; Scale (ratio); Meta-analysis; Construct validity; Item response theory; Rating scale; Applied psychology; Statistics; Medicine; Developmental psychology; Pathology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5338928,0.00269451,0.006685985,0.01119611,0.00177317,0.005862098,0.003629151,0.003112868,0.002245445],"category_scores_gemma":[0.6439761,0.001765642,0.04358595,0.01542279,0.003740403,0.00506081,0.004151794,0.004637677,0.0002716895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370496,"about_ca_system_score_gemma":0.00491951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502152,"about_ca_topic_score_gemma":0.004338143,"domain_scores_codex":[0.4292751,0.4719607,0.05593418,0.01764605,0.02400703,0.001176968],"domain_scores_gemma":[0.2399768,0.6654834,0.04073805,0.03865373,0.01456543,0.0005826377],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002200289,0.000185558,0.2417698,0.03980129,0.5762382,0.0003644587,0.003621527,0.01968734,0.0007786094,0.008021585,0.003341278,0.1039901],"study_design_scores_gemma":[0.002758835,0.004770177,0.1848483,0.02134638,0.5483966,0.001465803,0.001937409,0.1578533,0.002786588,0.05315072,0.0198083,0.0008776331],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08576484,0.1752665,0.7156111,0.00568913,0.001390476,0.009444823,0.002697976,0.001390739,0.002744456],"genre_scores_gemma":[0.769271,0.00942476,0.2027628,0.001400175,0.0002665074,0.01510201,0.001130754,0.0002586727,0.0003834111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993314,"threshold_uncertainty_score":0.5747932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6490363830226489,"score_gpt":0.5128526267300645,"score_spread":0.1361837562925844,"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."}}