{"id":"W4400148174","doi":"10.1016/j.cdnut.2024.103644","title":"Identifying Nutritional Considerations to Inform Safety Assessments of Foods Derived From Cellular Agriculture: A Scoping Review Protocol","year":2024,"lang":"en","type":"review","venue":"Current Developments in Nutrition","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Protocol (science); Agriculture; Risk analysis (engineering); Environmental planning; Business; Environmental resource management; Environmental health; Environmental science; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004682419,0.0004501305,0.001262459,0.0001276742,0.0002031161,0.0001283837,0.0002542369,0.0002360876,0.0002302112],"category_scores_gemma":[0.000167359,0.000214024,0.0003689599,0.001499406,0.00004589779,0.0002503715,0.0002185602,0.0004401788,0.0000336608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661413,"about_ca_system_score_gemma":0.0003284082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001570262,"about_ca_topic_score_gemma":0.00006726866,"domain_scores_codex":[0.9963765,0.0002853623,0.001779288,0.0006740692,0.0005528188,0.0003320115],"domain_scores_gemma":[0.9988459,0.0001804905,0.0004314642,0.0001100875,0.000288077,0.0001439411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001248788,0.0006010155,0.00001039068,0.2668566,0.00006653424,0.000005670902,0.0000407707,1.505334e-7,0.0001003971,0.0001217497,0.00149805,0.7306862],"study_design_scores_gemma":[0.0002573711,0.00005565195,0.00009807545,0.5181323,0.000144388,0.000007472888,0.000156771,4.094269e-7,0.00007491105,0.000598645,0.4800554,0.0004186201],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007787313,0.9004837,0.00001975225,0.0001327537,0.0005431004,0.09816865,0.0004306724,0.00005738739,0.00008611129],"genre_scores_gemma":[0.00003231527,0.8963659,0.001026067,0.00003598665,0.0001767678,0.09945538,0.002887005,0.000004056276,0.00001653157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7302676,"threshold_uncertainty_score":0.8727646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320167073311184,"score_gpt":0.4294933454344361,"score_spread":0.2974766381033177,"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."}}