{"id":"W7161986781","doi":"10.82308/7037","title":"Dangerous bedfellows, industry and medicine : life savers or disease makers","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Commercialization; Health care; Promotion (chess); Medical prescription; Mass media; Pharmaceutical industry; Everyday life; Advertising campaign","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006984409,0.0008442232,0.0008812207,0.001044905,0.009742137,0.01915039,0.001143182,0.01096795,0.01143222],"category_scores_gemma":[0.01363414,0.0003735478,0.0004505949,0.001019397,0.0341602,0.01874649,0.005811025,0.01536775,0.004999247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005054689,"about_ca_system_score_gemma":0.008598175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005060759,"about_ca_topic_score_gemma":0.006941132,"domain_scores_codex":[0.9922414,0.003866084,0.0002115118,0.0007391055,0.002195711,0.0007462298],"domain_scores_gemma":[0.9920019,0.003414796,0.001128958,0.0005934847,0.001248189,0.001612671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003664142,0.00005625571,0.000670757,0.0001448586,0.00001173447,0.0002316827,0.01255488,0.00006084189,0.0001783651,0.6435397,0.3195308,0.02298342],"study_design_scores_gemma":[0.00001268095,0.00002860019,0.000235737,0.0003873013,0.000009456161,0.0002588923,0.01058947,0.00006102734,0.0001570594,0.1113582,0.8768827,0.00001890416],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003018436,0.03022866,0.001223967,0.8699104,0.01136165,0.00002324578,0.00003099738,0.00006167305,0.08414093],"genre_scores_gemma":[0.1927925,0.03524848,0.003064252,0.6125943,0.01193123,0.00007895627,0.00006134185,0.0001593869,0.1440694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01915039,"threshold_uncertainty_score":0.03824461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4201285109554045,"score_gpt":0.5735678082404188,"score_spread":0.1534392972850143,"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."}}