{"id":"W2499730790","doi":"10.2196/publichealth.5390","title":"Exploring Consumer and Patient Knowledge, Behavior, and Attitude Toward Medicinal and Lifestyle Products Purchased From the Internet: A Web-Based Survey","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Counterfeit; The Internet; Product (mathematics); Advertising; Computer-assisted web interviewing; Social media; Internet privacy; Medicine; Public health; Business; Marketing; World Wide Web; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956133,0.0001915868,0.0003976081,0.00005707141,0.0001487255,0.00006920038,0.00006227179,0.00005852478,0.0000186957],"category_scores_gemma":[0.001163612,0.0001140683,0.00001700825,0.0001373696,0.000401678,0.0001528749,0.00009505331,0.0002345131,0.000002834993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004446603,"about_ca_system_score_gemma":0.0004445412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004002069,"about_ca_topic_score_gemma":0.000406437,"domain_scores_codex":[0.997831,0.0006407275,0.0003593802,0.000478582,0.0002340166,0.0004562307],"domain_scores_gemma":[0.9975526,0.001195212,0.0001115612,0.0002074525,0.0001661831,0.0007670044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006659,0.0001098513,0.7969145,0.0002223967,0.00002170113,0.000006959877,0.001622963,1.913774e-9,0.0001618009,0.00003605217,0.0005790301,0.2001241],"study_design_scores_gemma":[0.003055169,0.0003929728,0.9212897,0.0002075744,0.000004448551,0.00003136891,0.0003278587,0.0001134266,0.00003367192,0.000005202969,0.07437978,0.0001587923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529918,0.009290961,0.00005858066,0.03669048,0.0001345877,0.0006422452,0.00008910677,0.00004974015,0.00005250449],"genre_scores_gemma":[0.9934143,0.002054042,0.00004082583,0.004136763,0.0001160525,0.0001649365,0.00002762627,0.00001642927,0.00002904311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1999653,"threshold_uncertainty_score":0.4651569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2189869767740761,"score_gpt":0.3806630362110603,"score_spread":0.1616760594369843,"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."}}