{"id":"W2611470280","doi":"10.21149/8214","title":"Retos a la Encuesta Nacional de Salud y Nutrición 2017","year":2017,"lang":"es","type":"letter","venue":"Salud Pública de México","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Humanities; Political science; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005805809,0.001598142,0.002424785,0.000960574,0.006101084,0.0003309193,0.002680315,0.005614488,0.001424421],"category_scores_gemma":[0.00687167,0.001517356,0.000762774,0.000471909,0.001083826,0.0003383728,0.001211075,0.01233237,0.00519346],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392944,"about_ca_system_score_gemma":0.00926928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035105,"about_ca_topic_score_gemma":0.0003190967,"domain_scores_codex":[0.9834879,0.005732616,0.002224038,0.001898991,0.001568531,0.00508794],"domain_scores_gemma":[0.9861522,0.005946846,0.002174472,0.00327758,0.0007401397,0.001708779],"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":[0.0002047392,0.0002420127,0.07942642,0.003503405,0.0003013306,0.001281106,0.004129974,5.576112e-7,0.00004150752,0.002727841,0.9051241,0.003017023],"study_design_scores_gemma":[0.001915596,0.0002705141,0.1385642,0.003661724,0.0002879782,0.0002191654,0.0005509874,0.00005429451,0.00000972654,0.0013142,0.8519633,0.001188293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01699527,0.008577426,0.0003021414,0.8600165,0.008040321,0.004167018,0.002348939,0.0007983919,0.09875404],"genre_scores_gemma":[0.1155228,0.02363675,0.003826152,0.6540815,0.1046815,0.003354371,0.001390727,0.0009707165,0.0925355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2059349,"threshold_uncertainty_score":0.9996766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07248689111497601,"score_gpt":0.4242313760268737,"score_spread":0.3517444849118976,"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."}}