{"id":"W7133834759","doi":"10.1109/prai67447.2025.11412460","title":"Analysis of User-Privacy, Third-Party Data Sharing and Consent Mechanism on Online Pharmacy Websites in Ontario","year":2025,"lang":"","type":"article","venue":"","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; University of Guelph","funders":"","keywords":"Mechanism (biology); Data sharing; Pharmacy; Confidentiality; Informed consent; Data collection; The Internet","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003176111,0.000236114,0.0003547067,0.003444763,0.004722917,0.003031676,0.0009942462,0.0005373002,0.001487615],"category_scores_gemma":[0.01849844,0.0003715386,0.0003807857,0.008537188,0.002219308,0.001360511,0.001692336,0.0005992919,0.0002288876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05168708,"about_ca_system_score_gemma":0.05116905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674308,"about_ca_topic_score_gemma":0.971799,"domain_scores_codex":[0.9943103,0.001114935,0.0003705255,0.0004760131,0.002556561,0.001171655],"domain_scores_gemma":[0.9725094,0.00751646,0.006173815,0.00138833,0.0102877,0.002124324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001835749,0.0001067536,0.936725,0.0001380181,0.00004719086,0.0008215165,0.03039124,0.000826527,0.001621712,0.002912389,0.002397402,0.02382885],"study_design_scores_gemma":[0.000007560884,0.00002954717,0.9595433,0.000056894,0.00002724802,0.0001717945,0.02772138,0.003208151,0.0007119437,0.0002724752,0.008209389,0.00004036898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924287,0.0001140207,0.0005451927,0.0005040314,0.000002656084,0.0001086727,0.0009209221,0.00003169633,0.005344155],"genre_scores_gemma":[0.9961327,0.0002036491,0.0006089642,0.00008543172,0.000003124476,0.00004962558,0.0006798474,0.00001483199,0.002221907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05168708,"threshold_uncertainty_score":0.3750178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2815682338515195,"score_gpt":0.4566852936801231,"score_spread":0.1751170598286035,"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."}}