{"id":"W2046929878","doi":"10.2196/resprot.3109","title":"A Cross-Sectional Study on the Diet and Nutritional Status of Adolescent Girls in Zambézia Province, Mozambique (the ZANE Study): Design, Methods, and Population Characteristics","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Suomen Kulttuurirahasto; Academy of Finland; Helsingin Yliopisto","keywords":"Anthropometry; Population; Medicine; Cross-sectional study; Overweight; Environmental health; Demography; Malaria; Latrine; Obesity; Immunology; Sanitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229329,0.0005101798,0.0003848479,0.001000548,0.001030226,0.0005506927,0.0004006686,0.0004151573,0.0009563986],"category_scores_gemma":[0.001323443,0.000669981,0.0003879401,0.001266535,0.0004636119,0.000358806,0.0005812304,0.0004825201,0.000215574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115897,"about_ca_system_score_gemma":0.001125425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08289999,"about_ca_topic_score_gemma":0.1607311,"domain_scores_codex":[0.9995025,0.0002004529,0.00004654372,0.00008289706,0.00007318334,0.00009430826],"domain_scores_gemma":[0.9995562,0.00005509055,0.0001645599,0.00005157802,0.0001007665,0.0000716583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368432,0.0001223258,0.9965206,0.00004523006,0.00005605722,0.0000909947,0.0007777339,0.00002250297,0.000702872,0.00001777301,0.0001675227,0.001339518],"study_design_scores_gemma":[0.00002937333,0.0001448773,0.99893,0.0000122363,0.00002665646,0.000061986,0.0004205247,0.00001900364,0.00003768978,0.000003115272,0.0003124541,0.000002081172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9977573,0.0002400048,0.0001887232,0.00003112301,0.000003176943,0.0004822853,0.000963675,0.000003043967,0.0003306423],"genre_scores_gemma":[0.9951088,0.0004052055,0.001156077,0.00009785042,0.000007497971,0.001118722,0.001567944,0.000002920759,0.0005349692],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.08289999,"threshold_uncertainty_score":0.1648349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2247589623609444,"score_gpt":0.5464579007327588,"score_spread":0.3216989383718144,"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."}}