{"id":"W6885890869","doi":"10.1371/journal.pone.0301564.s004","title":"Reporting bias risk assessment.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Mediterranean diet; Systematic review; Inclusion and exclusion criteria; Meta-analysis; Sample size determination; Population; Selection bias; Mediterranean climate","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"],"consensus_categories":[],"category_scores_codex":[0.1041838,0.0117739,0.04098086,0.04144774,0.004274722,0.02075584,0.01756142,0.01610395,0.1260403],"category_scores_gemma":[0.4076869,0.009111549,0.02285634,0.03167701,0.01386874,0.01346247,0.01042449,0.01325207,0.02808502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0268118,"about_ca_system_score_gemma":0.04077911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008238076,"about_ca_topic_score_gemma":0.007023216,"domain_scores_codex":[0.7304528,0.101842,0.09619833,0.0337531,0.0343212,0.00343256],"domain_scores_gemma":[0.5237303,0.204652,0.1391808,0.05393137,0.07452091,0.00398459],"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":[0.002677354,0.0001675414,0.001538166,0.8520048,0.01376557,0.0004506345,0.002409915,0.002368486,0.001054246,0.01512427,0.0652582,0.04318082],"study_design_scores_gemma":[0.01182222,0.0004113901,0.003309524,0.763469,0.01097521,0.0004041968,0.001545645,0.008433814,0.003090735,0.04508939,0.1503039,0.001144963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.003910929,0.03977272,0.04777387,0.0119535,0.01655177,0.6068277,0.2477405,0.008617459,0.01685156],"genre_scores_gemma":[0.01410671,0.006132813,0.04183302,0.002478572,0.0009164998,0.9215821,0.007957265,0.001235429,0.00375764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8958162,"threshold_uncertainty_score":0.5509833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613973945755975,"score_gpt":0.3955998343910179,"score_spread":0.2342024398154204,"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."}}