{"id":"W3122419540","doi":"10.12688/wellcomeopenres.16560.1","title":"Neck circumference in Latin America and the Caribbean: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Meta-analysis; Population; Anthropometry; Demography; Medicine; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005637783,0.0003978364,0.01279237,0.0005722619,0.0001597758,0.0004084759,0.0009627257,0.0001715947,0.001096745],"category_scores_gemma":[0.00206556,0.0001970318,0.001178394,0.004297104,0.0004206915,0.00008397825,0.001143447,0.001396354,0.0000837874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007899979,"about_ca_system_score_gemma":0.0005290621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020914,"about_ca_topic_score_gemma":0.0004567976,"domain_scores_codex":[0.9921306,0.004394519,0.001218531,0.0008524648,0.0009125876,0.0004912742],"domain_scores_gemma":[0.9954992,0.00214715,0.0003043089,0.001586257,0.0002594008,0.0002037157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006758514,0.00005872879,0.000006870464,0.9336292,0.05736168,0.0001246583,0.0001753797,6.179306e-8,1.314446e-8,0.0004419911,0.001412548,0.006782165],"study_design_scores_gemma":[0.0005300826,0.00005591825,0.000005472506,0.09028433,0.6839586,0.00006540144,0.0004832961,0.00001584595,2.169851e-8,0.00004295462,0.2243051,0.000252912],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.573919e-7,0.9790373,0.000001727404,0.004777034,0.000005711431,0.01025998,0.00003782276,0.000005939629,0.005873756],"genre_scores_gemma":[0.00001319702,0.9858992,0.00009183013,0.000730326,0.000009631238,0.00243215,0.0001092316,0.0000356986,0.01067873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8433448,"threshold_uncertainty_score":0.9998164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3956119639761427,"score_gpt":0.495891144848198,"score_spread":0.1002791808720552,"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."}}