{"id":"W4385759214","doi":"10.3390/pharmacy11040128","title":"Consumer Likelihood to Seek Information on OTC Medicines","year":2023,"lang":"en","type":"article","venue":"Pharmacy","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Diligence; Due diligence; Advertising; Medicine; Business; Psychology; Marketing; Family medicine; Social psychology; Finance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00124448,0.0003282584,0.0003176408,0.0004263548,0.000451479,0.00003984628,0.0004012497,0.0002676858,0.004597939],"category_scores_gemma":[0.0003832345,0.0003043286,0.0001012363,0.001101634,0.0001278855,0.0004277716,0.0001453714,0.001766937,0.02656206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059057,"about_ca_system_score_gemma":0.0001779429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004692655,"about_ca_topic_score_gemma":0.000007087216,"domain_scores_codex":[0.9972709,0.0003887397,0.0005799812,0.0003360755,0.0003859796,0.00103832],"domain_scores_gemma":[0.9974799,0.000655494,0.0001125317,0.0002486698,0.0001950489,0.001308372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001262206,0.0002579145,0.01679849,0.0002332949,0.0002057776,0.0001323954,0.002410592,0.0007321759,0.009063717,0.001839044,0.7647913,0.2022731],"study_design_scores_gemma":[0.00257263,0.000129213,0.002783797,0.00003880046,0.00009934106,0.00001828682,0.0002505927,0.004626418,0.02639367,0.000485971,0.9622572,0.000344059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8279292,0.0003342354,0.00007589268,0.1095147,0.007348069,0.001974828,0.0005061766,0.001678366,0.05063849],"genre_scores_gemma":[0.8973951,0.0006058327,0.00004701005,0.09967742,0.0007295363,0.0002291537,0.0001822787,0.00003231443,0.001101402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019291,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4710320303229389,"score_gpt":0.5875535175545423,"score_spread":0.1165214872316034,"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."}}