{"id":"W2999172624","doi":"10.3390/pharmacy8010009","title":"Prevalence and Perceived Effectiveness of Pharmaceutical Digital Marketing among Community Pharmacies in Saudi Arabia: A Cross-Sectional Questionnaire-Based Survey","year":2020,"lang":"en","type":"article","venue":"Pharmacy","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Advertising; Cross-sectional study; Test (biology); Marketing; Psychology; Medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006930937,0.0001388,0.0002266257,0.00007689344,0.0005166885,0.000113117,0.0002578368,0.00006356445,0.00009833356],"category_scores_gemma":[0.01872612,0.0001627129,0.00004899822,0.0005400883,0.001021785,0.0005997593,0.00006387802,0.0006009979,0.000004966954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375225,"about_ca_system_score_gemma":0.0004795844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00867463,"about_ca_topic_score_gemma":0.0003062736,"domain_scores_codex":[0.9920701,0.006528013,0.0003845795,0.0002554899,0.00043158,0.0003302009],"domain_scores_gemma":[0.9871341,0.01204056,0.0001580666,0.00008171487,0.0002763403,0.0003092102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006618783,0.0001682111,0.9885702,0.001099788,0.00001046135,0.000001300712,0.007240045,0.00003528103,0.0005124182,0.00001547165,0.000005766087,0.001679199],"study_design_scores_gemma":[0.001242241,0.00002240254,0.9965177,0.0001761899,0.00001104107,4.050291e-7,0.0002082192,0.001122734,0.000437119,0.00003361166,0.0000877407,0.000140658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971732,0.0002623597,0.00004451913,0.0003736616,0.0007492953,0.001065413,0.00005373907,0.00007402933,0.0002037049],"genre_scores_gemma":[0.9991612,0.0002176476,0.00002368326,0.0001175891,0.0002267078,0.0002187943,0.00001796752,0.00001419286,0.000002260684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179518,"threshold_uncertainty_score":0.9979267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193155247130927,"score_gpt":0.466206684600586,"score_spread":0.273051437469659,"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."}}