{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710127,0.0001577445,0.0004332057,0.001078519,0.0004812729,0.0006985791,0.0002244983,0.0006654537,0.00304999],"category_scores_gemma":[0.003480179,0.0002960435,0.0004801826,0.0009374093,0.0002871907,0.001017036,0.0006371129,0.0007423144,0.0007690107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898961,"about_ca_system_score_gemma":0.0004222282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494795,"about_ca_topic_score_gemma":0.001709425,"domain_scores_codex":[0.9992483,0.0002332993,0.0001426715,0.00008620064,0.0001808452,0.0001085775],"domain_scores_gemma":[0.9968515,0.0009233812,0.001230488,0.00008494543,0.0003942332,0.0005153383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001316814,0.0007538572,0.9905961,0.00009190628,0.00003582647,0.0001536609,0.001901003,0.00003746148,0.0003018686,0.00001616397,0.0003477201,0.005632703],"study_design_scores_gemma":[0.00003600304,0.00127328,0.9913324,0.00005063866,0.000040723,0.0006184418,0.004958443,0.0003775638,0.0001773367,0.00002747951,0.001086661,0.00002108129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986267,0.00007016077,0.00005646514,0.00008508939,0.000002345133,0.0000764862,0.0004470316,0.000004080441,0.000631683],"genre_scores_gemma":[0.9981419,0.0002370581,0.0003743779,0.000226738,0.00001085271,0.0001533959,0.0004022258,0.00000252627,0.0004509205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00304999,"threshold_uncertainty_score":0.01020324,"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."}}