{"id":"W4413887768","doi":"10.1016/j.sapharm.2025.03.016","title":"Consumer Likelihood to Seek Information: OTC Medicines","year":2025,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Business; Advertising; Internet privacy; Marketing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001593945,0.0002089691,0.0003106745,0.0008080332,0.0005704633,0.002011348,0.0002188368,0.002068653,0.0417303],"category_scores_gemma":[0.02405848,0.0002019453,0.000968457,0.000676701,0.0003814401,0.001705161,0.0006958625,0.001511857,0.001899266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824951,"about_ca_system_score_gemma":0.0004514928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006020099,"about_ca_topic_score_gemma":0.004789747,"domain_scores_codex":[0.9981948,0.0005752271,0.0002106524,0.000147959,0.0007007584,0.0001706877],"domain_scores_gemma":[0.9804864,0.01234505,0.004323398,0.0005074024,0.001287604,0.00105026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004065201,0.00157691,0.9305175,0.0007272204,0.0003383004,0.0006973497,0.001614918,0.0004913408,0.001224265,0.002039585,0.009427641,0.0472798],"study_design_scores_gemma":[0.0001628405,0.001088149,0.973475,0.0004753372,0.0005786965,0.001771852,0.00376379,0.003212813,0.001089162,0.001364748,0.01295397,0.00006373411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409693,0.001845804,0.000504958,0.007963439,0.0001327918,0.0001536072,0.003098342,0.00004680935,0.04528485],"genre_scores_gemma":[0.9931089,0.0006566246,0.0003614148,0.001202955,0.0002146402,0.00002327988,0.0005739803,0.00001132699,0.003846907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0417303,"threshold_uncertainty_score":0.1396017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7454397104110708,"score_gpt":0.6997535627711118,"score_spread":0.04568614763995904,"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."}}