{"id":"W6901990749","doi":"10.6084/m9.figshare.12838596.v1","title":"Additional file 2 of Consumption of ultra-processed foods and health outcomes: a systematic review of epidemiological studies","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Table (database); Critical appraisal; Quality (philosophy); Epidemiology; Scale (ratio)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005859169,0.001888649,0.003727135,0.008282581,0.0009734418,0.002719808,0.002098283,0.001855463,0.867852],"category_scores_gemma":[0.09033544,0.001395627,0.003099538,0.01376771,0.0005495761,0.00447082,0.002117394,0.001216454,0.05353338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588213,"about_ca_system_score_gemma":0.006069742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006251257,"about_ca_topic_score_gemma":0.01444026,"domain_scores_codex":[0.9965026,0.0006916398,0.001452153,0.0005293351,0.0005382142,0.0002860829],"domain_scores_gemma":[0.9145638,0.0673731,0.009023927,0.001981543,0.006161219,0.0008963319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001200888,0.0001282495,0.002550372,0.3482392,0.0007643595,0.0001311237,0.0003147536,0.0006627439,0.0002610629,0.00253636,0.6277976,0.01541328],"study_design_scores_gemma":[0.0364072,0.0009024504,0.04839269,0.1968964,0.004564446,0.0009988085,0.001458676,0.0024883,0.001061224,0.02190185,0.684387,0.0005409484],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0002717212,0.0002490295,0.0003030659,0.0002489146,0.00005183822,0.001134044,0.9968981,0.0001513389,0.0006920252],"genre_scores_gemma":[0.01760712,0.002673511,0.01804633,0.003050693,0.0004961501,0.09451142,0.8399307,0.001063389,0.02262072],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.867852,"threshold_uncertainty_score":0.1884931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2725292693711291,"score_gpt":0.4070522453902538,"score_spread":0.1345229760191247,"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."}}