{"id":"W4385783180","doi":"10.34172/ijhpm.2023.7626","title":"Interactions Between Nutrition Professionals and Industry: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"International Journal of Health Policy and Management","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Business; Knowledge management; Medicine; Process management; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002513774,0.000254474,0.001290248,0.001167989,0.0004246221,0.00003637635,0.0002831215,0.0002378813,0.00006518052],"category_scores_gemma":[0.0004140282,0.0002146368,0.0001728311,0.0003286869,0.00005001225,0.0002459868,0.0002450174,0.001208743,0.00004543714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179895,"about_ca_system_score_gemma":0.001405684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001379114,"about_ca_topic_score_gemma":0.00003320994,"domain_scores_codex":[0.9955248,0.0009418009,0.002438863,0.0002470921,0.0004853368,0.0003620733],"domain_scores_gemma":[0.9956968,0.0008419611,0.002651909,0.0001495228,0.0004155319,0.0002442043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004680932,0.0001010054,0.00001342134,0.4185072,0.0003458545,0.000008263896,0.000418747,2.701784e-8,2.043373e-9,0.002244127,0.05207185,0.5262849],"study_design_scores_gemma":[0.0002429781,0.00003217005,0.00004199121,0.4786246,0.0001589642,0.00002291743,0.0006261292,1.301009e-7,4.859523e-9,0.0007114994,0.5194598,0.00007882227],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005227793,0.960058,0.00006701286,0.03403176,0.003038274,0.002212547,0.00009395156,0.00002695332,0.0004662274],"genre_scores_gemma":[0.000008054301,0.9887697,0.0002638614,0.004702379,0.004427847,0.0003380137,0.0001589602,0.00003831751,0.001292884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.526206,"threshold_uncertainty_score":0.8752633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3869814386649337,"score_gpt":0.6510458036995029,"score_spread":0.2640643650345693,"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."}}