{"id":"W2787489793","doi":"10.2196/resprot.8990","title":"National Food, Nutrition, and Physical Activity Survey of the Portuguese General Population (2015-2016): Protocol for Design and Development","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Protocol (science); Consumption (sociology); Environmental health; Population; Public health; Medicine; Alternative medicine; Sociology; Social science","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":[0.03263456,0.002093024,0.002006315,0.003400425,0.002217315,0.001566828,0.002019696,0.001736753,0.03651861],"category_scores_gemma":[0.02349826,0.00144609,0.001726384,0.003930042,0.001267228,0.001326708,0.001924274,0.001876928,0.01021799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003683934,"about_ca_system_score_gemma":0.0160882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386541,"about_ca_topic_score_gemma":0.005984359,"domain_scores_codex":[0.9861828,0.008399725,0.002473605,0.001202379,0.001052217,0.0006892578],"domain_scores_gemma":[0.9875929,0.002593449,0.00143285,0.002674572,0.004969609,0.0007365484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04311115,0.013658,0.0568851,0.04429644,0.001257664,0.0017789,0.007454542,0.006456738,0.009991664,0.02332199,0.5385647,0.2532231],"study_design_scores_gemma":[0.02804688,0.00934693,0.2131369,0.02026921,0.0007273401,0.00104164,0.004436981,0.004735274,0.004821651,0.008788373,0.7041866,0.0004623405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007698778,0.0004161643,0.01379802,0.0003258965,0.0003987428,0.9334229,0.03772176,0.000186706,0.006031057],"genre_scores_gemma":[0.003623418,0.0002620156,0.01104966,0.0001874485,0.00005333689,0.9764478,0.007394438,0.00002180333,0.0009600439],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03651861,"threshold_uncertainty_score":0.1725901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4072254290600438,"score_gpt":0.5589644126552278,"score_spread":0.151738983595184,"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."}}