{"id":"W2115782047","doi":"10.1345/aph.1p572","title":"The Sources and Popularity of Online Drug Information: An Analysis of Top Search Engine Results and Web Page Views","year":2011,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Popularity; Medicine; The Internet; World Wide Web; Medical prescription; MEDLINE; Page view; Internet privacy; Advertising; Computer science; Pharmacology; Psychology; Web development; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004645491,0.0001058027,0.0003823904,0.0002530841,0.0002672264,0.000008145106,0.0001993996,0.00006991354,0.0002330162],"category_scores_gemma":[0.0001108753,0.0000690231,0.00006876722,0.0004913282,0.0001462378,0.001095956,0.00004856084,0.0002603244,0.000001206796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005855358,"about_ca_system_score_gemma":0.0001165458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009912215,"about_ca_topic_score_gemma":0.0002022938,"domain_scores_codex":[0.9969822,0.0006331457,0.00181267,0.0001062815,0.0002367434,0.0002289354],"domain_scores_gemma":[0.9976855,0.000350012,0.0009093585,0.0003153285,0.000596841,0.0001429681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003882256,0.0006291608,0.4799347,0.002332223,0.0007948207,2.986716e-7,0.2524766,0.00003595152,0.003830867,0.002049261,0.002668862,0.251365],"study_design_scores_gemma":[0.004200481,0.0004351602,0.7468851,0.0002157849,0.0001830013,4.774797e-7,0.01453103,0.06046318,0.02772956,0.0003839576,0.1446738,0.0002984479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961455,0.0008904358,0.00006659033,0.001078548,0.00005794769,0.000429207,0.0006136918,0.00001421608,0.0007038175],"genre_scores_gemma":[0.9895782,0.007004592,0.0006599138,0.002522977,0.00003380464,0.00001096591,0.0000971937,0.000004651622,0.00008765443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2669504,"threshold_uncertainty_score":0.2814681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2201145017340663,"score_gpt":0.5254055332688992,"score_spread":0.3052910315348328,"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."}}