{"id":"W2898520718","doi":"10.1136/bmjopen-2018-024325","title":"Is the alcohol industry doing well by ‘doing good’? Findings from a content analysis of the alcohol industry’s actions to reduce harmful drinking","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Medicine; Alcohol industry; Alcohol; Alcohol content; Environmental health; Public health; Nursing; Advertising; Biochemistry","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":[0.01823421,0.0002974722,0.0004006208,0.003620268,0.001792816,0.003093896,0.0009326316,0.0007176477,0.0008548802],"category_scores_gemma":[0.05675161,0.000278864,0.0004664495,0.003438811,0.004256207,0.002774704,0.003143462,0.001080043,0.0001116301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004901678,"about_ca_system_score_gemma":0.005282669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009604779,"about_ca_topic_score_gemma":0.01145559,"domain_scores_codex":[0.9826944,0.0118456,0.0009635572,0.0006323723,0.003064925,0.0007991835],"domain_scores_gemma":[0.9168523,0.0591021,0.01246452,0.002489696,0.007630841,0.001460594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001402086,0.0002405884,0.188079,0.001625241,0.000144774,0.0003292816,0.7434136,0.0001968574,0.001462392,0.003430609,0.002508677,0.05842878],"study_design_scores_gemma":[0.00001462789,0.0001176699,0.3505635,0.001084907,0.0001007057,0.0002110212,0.6301789,0.0008004768,0.0007338355,0.001401165,0.01474225,0.00005083602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880294,0.0003745023,0.00134798,0.001922311,0.00003932065,0.0002919964,0.0001449342,0.00001637363,0.007833155],"genre_scores_gemma":[0.9949463,0.0005180617,0.00236869,0.0008774036,0.00003162872,0.0003076368,0.0001759659,0.0000228582,0.0007513296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823421,"threshold_uncertainty_score":0.09643286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028495707077461,"score_gpt":0.4221379152729029,"score_spread":0.2192883445651568,"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."}}