{"id":"W3126464327","doi":"10.26443/mjm.v8i1.376","title":"Pharmaceutical Marketing to Medical Students: The Student Perspective","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Incentive; Medical education; Medicine; Socioeconomic status; Family medicine; Pharmaceutical marketing; Value (mathematics); Pharmaceutical industry; Marketing; Environmental health; Business; Pharmacology; Political science; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003273576,0.0002656881,0.0003346906,0.0009936601,0.003969778,0.007364361,0.0005095323,0.003069268,0.008784654],"category_scores_gemma":[0.006924822,0.0001895899,0.0003006439,0.0007327498,0.002633393,0.002599291,0.002764472,0.00382947,0.00115557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803104,"about_ca_system_score_gemma":0.005246932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008471206,"about_ca_topic_score_gemma":0.01848394,"domain_scores_codex":[0.9963225,0.001812951,0.00009530976,0.0001310643,0.000762817,0.0008753696],"domain_scores_gemma":[0.9847985,0.002036932,0.001354063,0.0001242176,0.001733038,0.009953322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004100805,0.003391725,0.3377378,0.001057658,0.0001280232,0.003800668,0.1068731,0.0004012375,0.003040813,0.03891188,0.2240951,0.2801519],"study_design_scores_gemma":[0.0001037914,0.003040336,0.1793533,0.001878567,0.0001132809,0.004448581,0.2759373,0.0007011143,0.00116963,0.00648525,0.5266514,0.0001174748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3783942,0.01474629,0.0005161819,0.519235,0.002045201,0.00004062959,0.00008810574,0.00004287229,0.08489154],"genre_scores_gemma":[0.9111415,0.01183796,0.0002334692,0.06113318,0.002296546,0.00001799761,0.00003010987,0.00001144107,0.01329769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008784654,"threshold_uncertainty_score":0.02938759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4709740064206567,"score_gpt":0.6195622252708998,"score_spread":0.1485882188502431,"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."}}