{"id":"W1979266665","doi":"10.1111/j.1360-0443.2003.00560.x","title":"Research and the alcohol industry","year":2003,"lang":"en","type":"letter","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol industry; Competition (biology); Population; Consumption (sociology); Value (mathematics); Medicine; Political science; Economics; Business; Advertising; Environmental health; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007471056,0.0006074944,0.0007375245,0.002993678,0.003098979,0.005590448,0.0009601621,0.004837963,0.02338356],"category_scores_gemma":[0.01764164,0.0003464017,0.0004582279,0.002895353,0.006942652,0.00656382,0.00395852,0.008099341,0.008673087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697285,"about_ca_system_score_gemma":0.006832741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282737,"about_ca_topic_score_gemma":0.00534484,"domain_scores_codex":[0.9948775,0.002805129,0.000304368,0.0005229305,0.0008918878,0.0005983142],"domain_scores_gemma":[0.9810686,0.00722483,0.001393839,0.001280346,0.004074134,0.004958252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005896119,0.0001224717,0.004279195,0.0007552461,0.00002518262,0.0002240628,0.002831734,0.00002186382,0.000144202,0.03834974,0.817932,0.1352554],"study_design_scores_gemma":[0.0000125419,0.0000593536,0.004102814,0.001878197,0.000009303104,0.0003989723,0.003600493,0.0000234096,0.00005879042,0.008630958,0.9812128,0.00001245165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003408897,0.2419518,0.0002414382,0.6713753,0.04108508,0.00003645883,0.0002305192,0.00003888064,0.04163151],"genre_scores_gemma":[0.1025088,0.4003706,0.00108762,0.2802637,0.1286045,0.0001882524,0.0005589274,0.0001324953,0.08628501],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.996901,"threshold_uncertainty_score":0.07822579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08531778655785048,"score_gpt":0.3541197682795487,"score_spread":0.2688019817216982,"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."}}