{"id":"W4385548958","doi":"10.1007/s44155-023-00049-x","title":"The role of civil society organizations in alcohol control during the COVID-19 pandemic across six countries in Africa","year":2023,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Civil society; Pandemic; Outreach; Psychological intervention; Public health; Tanzania; Political science; Economic growth; Environmental health; Coronavirus disease 2019 (COVID-19); Development economics; Socioeconomics; Medicine; Sociology; Politics; Nursing; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001407131,0.00006567747,0.0001700651,0.0000326901,0.001142039,0.00004142066,0.0001118503,0.00003037827,0.000006553156],"category_scores_gemma":[0.0001625806,0.00003660727,0.00002924548,0.001527475,0.0006544254,0.0001314686,0.00003043471,0.00009511481,0.000002370141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003380993,"about_ca_system_score_gemma":0.001210971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005977198,"about_ca_topic_score_gemma":0.01864523,"domain_scores_codex":[0.9989083,0.00003111864,0.0001846467,0.000147778,0.0003338312,0.0003943073],"domain_scores_gemma":[0.9995276,0.0001899225,0.00007343512,0.00008669353,0.00005305327,0.00006926624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002202826,0.00001342885,0.915811,0.00001349914,0.000005931197,9.569725e-7,0.08238727,0.000008059128,0.00005843815,0.001271727,0.00016423,0.0002434093],"study_design_scores_gemma":[0.00156257,0.00001835908,0.9504039,0.00001349722,0.000005173156,0.000001162166,0.0462721,0.0001158363,0.0000135097,0.0005282201,0.00102687,0.000038832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862591,0.0008019733,0.000005083391,0.01232573,0.00004797886,0.0003575317,0.00001376656,0.00002157299,0.0001672343],"genre_scores_gemma":[0.9966125,0.00168079,0.000001105112,0.001532197,0.00003748287,0.00001482617,0.000002802731,0.000004004885,0.0001143298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03611517,"threshold_uncertainty_score":0.9992619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281472068422133,"score_gpt":0.3719998876701843,"score_spread":0.329185166985963,"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."}}