{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004616953,0.0003599667,0.0002498344,0.0008921373,0.0183633,0.008834173,0.001281526,0.007205694,0.04452835],"category_scores_gemma":[0.02013431,0.0004241151,0.0003151078,0.0007427877,0.006439191,0.004554483,0.007903548,0.01346951,0.005584269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007922141,"about_ca_system_score_gemma":0.01759646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01675447,"about_ca_topic_score_gemma":0.03298217,"domain_scores_codex":[0.9883809,0.003798391,0.0003583765,0.0007878131,0.004584341,0.002090134],"domain_scores_gemma":[0.9863003,0.003977967,0.001254631,0.0006322095,0.002953952,0.004880929],"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":[0.00003681673,0.0001608224,0.006345578,0.0001415132,0.00001102049,0.002257358,0.04077845,0.00004964894,0.001459719,0.2960893,0.604669,0.04800073],"study_design_scores_gemma":[0.00001081051,0.00003751777,0.00113999,0.0002219959,0.000007320506,0.001289544,0.02377048,0.00008580616,0.0004561581,0.00379787,0.969161,0.00002162696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03856878,0.003273914,0.00191773,0.4298494,0.007666281,0.0002021456,0.0002101501,0.0001694036,0.5181422],"genre_scores_gemma":[0.4215047,0.002231647,0.001573471,0.1914248,0.001528635,0.0001561398,0.0001241249,0.0001378133,0.3813187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9927943,"threshold_uncertainty_score":0.1489621,"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."}}