{"id":"W2044498265","doi":"10.1136/bmj.326.7400.1218","title":"The Big Fix: How the Pharmaceutical Industry Rips Off American Consumers","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Cover story; Pharmacy; Cancer drugs; Tamoxifen; Medical insurance; Cover (algebra); Breast cancer; Political science; History; Business; Genealogy; Medicine; Family medicine; Law; Cancer; Engineering; Drug; Actuarial science; Pharmacology","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":[0.006219306,0.0006149427,0.0004676018,0.001207649,0.02047799,0.02062013,0.001289636,0.01152088,0.04040591],"category_scores_gemma":[0.0142892,0.0006720652,0.0008381,0.001305131,0.01156903,0.01584789,0.00560494,0.01338819,0.009775979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006054652,"about_ca_system_score_gemma":0.00892703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02362608,"about_ca_topic_score_gemma":0.05089076,"domain_scores_codex":[0.9947346,0.001683761,0.00009237523,0.0003146515,0.001981171,0.001193482],"domain_scores_gemma":[0.9942648,0.001841149,0.0002301655,0.0003816381,0.001272116,0.002010115],"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":[0.00003781564,0.00006813461,0.0007928095,0.00005632726,0.00001275063,0.0002526633,0.005554006,0.00003375179,0.0002010644,0.03920553,0.9215369,0.03224821],"study_design_scores_gemma":[0.00001592636,0.00003004429,0.0007283711,0.000144758,0.000008815156,0.00009698684,0.01384799,0.00005752235,0.0001348386,0.01220718,0.9726976,0.00002993718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01140022,0.01201965,0.001299092,0.7411398,0.01076393,0.00005447202,0.0000822009,0.0003674063,0.2228733],"genre_scores_gemma":[0.1607069,0.01169992,0.001845054,0.5388578,0.005195173,0.0001085494,0.0001582669,0.0007000225,0.2807283],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04040591,"threshold_uncertainty_score":0.1351712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4736420807011689,"score_gpt":0.5581299342543027,"score_spread":0.08448785355313376,"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."}}