{"id":"W3201561797","doi":"10.3390/nu13093153","title":"Production, Consumption, and Potential Public Health Impact of Low- and No-Alcohol Products: Results of a Scoping Review","year":2021,"lang":"en","type":"review","venue":"Nutrients","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"European Health and Digital Executive Agency","keywords":"Environmental health; Consumption (sociology); Alcohol; Business; Medicine; Marketing; Chemistry; Social science; Sociology","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"],"consensus_categories":[],"category_scores_codex":[0.00126274,0.000350123,0.001785266,0.000320404,0.000118594,0.0001073994,0.000167166,0.000167697,0.00004628471],"category_scores_gemma":[0.001895654,0.0002843291,0.000204369,0.0008863285,0.0001341165,0.0006738447,0.0002339637,0.0002901178,0.00001479592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004490994,"about_ca_system_score_gemma":0.0005329585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009270864,"about_ca_topic_score_gemma":7.654601e-7,"domain_scores_codex":[0.9972847,0.00009698496,0.001331952,0.0006485765,0.000324989,0.0003127822],"domain_scores_gemma":[0.9964765,0.00002998768,0.00202931,0.0004854341,0.0009382346,0.00004057317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001442316,0.0002915299,0.0003849889,0.7963604,0.000230042,0.000005521979,0.00001351039,1.557243e-7,8.622672e-7,0.00002090597,0.08087043,0.1218072],"study_design_scores_gemma":[0.000665312,0.00002972624,0.0002638822,0.5709609,0.0003786739,0.00004066551,0.000004172543,9.861905e-7,0.000001273705,0.000009305916,0.4273774,0.000267653],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003868452,0.9956516,0.000002055362,0.001015276,0.0004562216,0.002284582,0.00004916773,0.00002616302,0.000128082],"genre_scores_gemma":[0.0002755151,0.9965179,0.00003833518,0.00008282699,0.002443127,0.00004419172,0.0004203064,0.00003288236,0.0001449168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.346507,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09939175329303643,"score_gpt":0.3586477024423245,"score_spread":0.2592559491492881,"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."}}