{"id":"W3158998270","doi":"10.1136/tobaccocontrol-2020-056391","title":"Under the influence","year":2021,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Business; Advertising","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005024161,0.0001000141,0.0001822336,0.00003008279,0.0002170628,0.0001526535,0.0002299902,0.00005918219,0.0003657209],"category_scores_gemma":[0.0005514613,0.0000658005,0.00006695034,0.0002859177,0.00005956469,0.0003471505,0.0001052524,0.0001363814,0.001084157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001933617,"about_ca_system_score_gemma":0.00005571841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003474575,"about_ca_topic_score_gemma":0.0003261978,"domain_scores_codex":[0.999026,0.00003382681,0.0002375354,0.0001702219,0.0001126505,0.0004197554],"domain_scores_gemma":[0.9991856,0.0001814521,0.0001049681,0.0003045598,0.0002070481,0.00001639631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001335893,0.00002621928,0.03066172,0.0000208873,0.00003094577,0.000009719259,0.000006256542,0.007360277,0.00008541844,0.6149238,0.3445548,0.002306607],"study_design_scores_gemma":[0.0004058312,0.000001942112,0.1066697,0.000005210351,0.00001661868,0.000003921143,0.0001535679,0.00100947,4.91673e-7,0.006260313,0.8853935,0.00007945741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5416458,0.0004157771,0.0005369616,0.395061,0.0006290078,0.00020414,0.000003249231,0.0001289984,0.06137511],"genre_scores_gemma":[0.6915159,0.000009292052,0.00001024538,0.3073641,0.0008740494,0.00001441843,0.000003372762,0.000006129841,0.0002024062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6086635,"threshold_uncertainty_score":0.9996936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004909088632521,"score_gpt":0.2750901824900953,"score_spread":0.2550410916037701,"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."}}