{"id":"W2113873672","doi":"10.5772/56127","title":"Risk Assessment of Exposure to Trans Fat in Canada","year":2012,"lang":"en","type":"article","venue":"International Food Risk Analysis Journal","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada; Korea Electrotechnology Research Institute","keywords":"Risk assessment; Environmental health; Medicine; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118491,0.0001215162,0.0003228574,0.0008860824,0.0001384234,0.00004739043,0.0003806405,0.00004279937,0.000554243],"category_scores_gemma":[0.0002251762,0.0001032672,0.0002455453,0.000759984,0.00001835161,0.0002468243,0.00002872397,0.0007317714,0.000003665021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356465,"about_ca_system_score_gemma":0.0003864649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5089241,"about_ca_topic_score_gemma":0.9244061,"domain_scores_codex":[0.9972191,0.0003754116,0.0006469428,0.0001469031,0.001159328,0.0004522534],"domain_scores_gemma":[0.9985989,0.0001755688,0.0003354758,0.0001568252,0.00029666,0.0004365268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190896,0.0001401415,0.9613631,0.000004909991,0.0009663596,0.000005646792,0.0005123318,0.029124,0.0004339935,0.00004543332,0.0008735671,0.006411444],"study_design_scores_gemma":[0.0006190646,0.0002814673,0.9913747,0.00002480812,0.0002687,0.0000138918,0.0006274543,0.003864684,0.001370684,0.0001415824,0.001302244,0.0001106787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853231,0.0003463473,0.01000982,0.002684289,0.0008571534,0.00009231248,0.0002261244,0.000004157193,0.0004566545],"genre_scores_gemma":[0.9959844,0.0003283678,0.003116728,0.0001595188,0.0003659469,0.000004702774,0.00001494713,0.00001048525,0.00001490757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.415482,"threshold_uncertainty_score":0.6068572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197170307673969,"score_gpt":0.3433616294400754,"score_spread":0.3236445986726785,"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."}}