{"id":"W4415693302","doi":"10.1002/mds.70108","title":"Advertising to Healthcare Professionals: Insights from Parkinson's Disease in the <i>Movement Disorders</i> Journal","year":2025,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; AstraZeneca; International Parkinson and Movement Disorder Society; Allergan; Canadian Institutes of Health Research; Ipsen; Sunovion; H. Lundbeck A/S; Servier; Fondation Brain Canada; Association France Parkinson; Acorda Therapeutics; Parkinson Canada; University of Cambridge; Multiple System Atrophy Coalition; Michael J. Fox Foundation for Parkinson's Research; Boston Scientific Corporation; Teva Pharmaceutical Industries; University College London; Medpace; Biogen; GlaxoSmithKline; University of Oxford; CHDI Foundation","keywords":"Product (mathematics); Action (physics); Health care; Disease; Medical prescription; Prescription drug; Health professionals; Pharmaceutical industry","routes":{"ca_aff":false,"ca_fund":true,"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":[0.002994873,0.0002342921,0.0003154528,0.002964365,0.002751181,0.006385062,0.0005566244,0.002015591,0.003608393],"category_scores_gemma":[0.01280417,0.0002533563,0.0002943228,0.003282426,0.002307206,0.004599298,0.001421162,0.002007201,0.0004120087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443459,"about_ca_system_score_gemma":0.003156427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144515,"about_ca_topic_score_gemma":0.02607131,"domain_scores_codex":[0.9979601,0.001252424,0.0001224174,0.00009207606,0.0003271922,0.0002458391],"domain_scores_gemma":[0.9797673,0.01492383,0.002637996,0.0001741028,0.001160374,0.001336374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003753453,0.001125114,0.149243,0.003111154,0.000109456,0.01723487,0.4617988,0.0002889337,0.0008406932,0.04804691,0.09832961,0.2194961],"study_design_scores_gemma":[0.00007831657,0.0003823128,0.187599,0.004374067,0.0001849741,0.01450453,0.4172848,0.0009300656,0.0003732626,0.0175921,0.3565924,0.0001042123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6137294,0.09652478,0.000788791,0.1422664,0.001013836,0.00009519187,0.0003182767,0.00004384879,0.1452195],"genre_scores_gemma":[0.9326643,0.04500625,0.0008089016,0.01531051,0.001438285,0.00003325998,0.0001246244,0.00002688125,0.004587024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01144515,"threshold_uncertainty_score":0.0321753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234289275269838,"score_gpt":0.4929479441716809,"score_spread":0.3695190166446971,"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."}}