{"id":"W1999344360","doi":"10.1016/s0376-8716(99)00120-9","title":"Alcohol consumption amongst South African farm workers: a challenge for post-apartheid health sector transformation","year":2000,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Cape Town; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre","keywords":"Environmental health; Alcohol consumption; Consumption (sociology); Alcohol; Public health; Occupational safety and health; Medicine; Business; Sociology; Nursing; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199752,0.0001367848,0.0002357729,0.0003662168,0.003676875,0.001438396,0.0005931194,0.001282766,0.005483574],"category_scores_gemma":[0.003335905,0.0001736887,0.0001336338,0.0009483524,0.001418199,0.001738218,0.002426173,0.001525892,0.0003553424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179598,"about_ca_system_score_gemma":0.006147358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04254563,"about_ca_topic_score_gemma":0.0886126,"domain_scores_codex":[0.9989536,0.000390985,0.00003942594,0.00003669348,0.0001020766,0.0004771934],"domain_scores_gemma":[0.9985604,0.0003621168,0.0002792147,0.00003913484,0.0002276501,0.0005315868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004038176,0.00100464,0.7147689,0.000747579,0.00003243007,0.005233803,0.1445682,0.0001288723,0.003714167,0.006288424,0.009753667,0.1133554],"study_design_scores_gemma":[0.00002438629,0.0002783728,0.6110277,0.000332181,0.00001867757,0.0007629441,0.3710409,0.0001702699,0.0003722011,0.00124598,0.01469831,0.00002801904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737772,0.0004364274,0.00004206175,0.02376841,0.00005089103,0.00001750367,0.00005041324,0.000002729491,0.001854363],"genre_scores_gemma":[0.9969985,0.0007886733,0.0000710262,0.001172085,0.0000306553,0.00001907471,0.00001952027,0.000001579919,0.0008989327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04254563,"threshold_uncertainty_score":0.08459592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859836608073543,"score_gpt":0.3022644730981899,"score_spread":0.2536661070174545,"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."}}