{"id":"W2145769384","doi":"10.1186/1744-8603-8-24","title":"Models for financing the regulation of pharmaceutical promotion","year":2012,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; York University; University of Toronto","funders":"","keywords":"Promotion (chess); Revenue; Finance; Business; Order (exchange); Public finance; Public economics; Strengths and weaknesses; Health policy; Economics; Health care; Economic growth","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":[0.002046092,0.0001149652,0.0001822516,0.00003826699,0.0004551242,0.00000887868,0.00008034067,0.0002302175,0.0001510546],"category_scores_gemma":[0.00005623453,0.00009036293,0.00004221357,0.0001910421,0.0001218286,0.0002203752,0.00002994916,0.0003130347,0.000004144765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008721919,"about_ca_system_score_gemma":0.0001227828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002423459,"about_ca_topic_score_gemma":0.00000799313,"domain_scores_codex":[0.9985396,0.0003432613,0.0003976854,0.0001481754,0.000121199,0.0004501105],"domain_scores_gemma":[0.9991234,0.0001289938,0.000184264,0.00009578597,0.0001265355,0.000341034],"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":[0.0003005416,0.0005223419,0.03010341,0.001011205,0.00005787694,1.218969e-7,0.002411197,0.002172706,0.001188004,0.8323406,0.01819869,0.1116933],"study_design_scores_gemma":[0.003942166,0.0004379974,0.06874084,0.0001403355,0.0002092784,0.00004798416,0.0005449282,0.4066167,0.009029652,0.02668665,0.4831814,0.0004221211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3530445,0.03601897,0.3272657,0.24359,0.007914025,0.01280317,0.0009361181,0.0005855239,0.01784195],"genre_scores_gemma":[0.9921848,0.000863619,0.0003635995,0.005996927,0.0003220728,0.00005263137,0.00006626406,0.000009958559,0.0001401775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.805654,"threshold_uncertainty_score":0.3684893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6059756625936057,"score_gpt":0.5875742755682997,"score_spread":0.01840138702530603,"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."}}