{"id":"W2795401606","doi":"10.1002/hast.838","title":"The Purchased Patient Advocate","year":2018,"lang":"en","type":"article","venue":"The Hastings Center Report","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Victory; Power (physics); Conflict of interest; Quackery; Skepticism; Secrecy; Patient advocacy; Public relations; Language change; Law; Political science; Sociology; Business; Medicine; Alternative medicine; Politics; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001996911,0.0002165939,0.0001707202,0.00002589601,0.001998495,0.00005596852,0.000477085,0.0002363224,0.0008090073],"category_scores_gemma":[0.0004498069,0.0001198163,0.0001065568,0.000201633,0.001005507,0.00007543799,0.00022684,0.001508687,0.0005877254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006760628,"about_ca_system_score_gemma":0.000126008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310483,"about_ca_topic_score_gemma":0.00001826994,"domain_scores_codex":[0.9975259,0.0004800386,0.0006097725,0.0003313552,0.0002628295,0.000790101],"domain_scores_gemma":[0.9981169,0.0004659255,0.0003332729,0.0004729596,0.0002619012,0.0003490211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003997563,0.001680458,0.100707,0.0001483241,0.001117462,0.002889032,0.01335842,0.00006354172,0.03154503,0.008059376,0.3595687,0.476865],"study_design_scores_gemma":[0.0005415906,0.0001543995,0.001141156,0.00002016119,0.00005886843,0.00102037,0.0002867709,0.0006893182,0.02604527,0.0006488361,0.9692345,0.0001587365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829701,0.0004461481,0.0001712436,0.04350701,0.006099205,0.0009936719,0.00003890717,0.0002609076,0.06551284],"genre_scores_gemma":[0.9846901,0.00004900646,0.00002454367,0.01043186,0.001165171,0.00007002765,0.00001623104,0.00002468385,0.003528374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6096658,"threshold_uncertainty_score":0.9993008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4267398999716756,"score_gpt":0.5449697184983266,"score_spread":0.1182298185266511,"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."}}