{"id":"W4283120637","doi":"10.46542/pe.2022.221.573583","title":"Unused and expired drug disposal practice and awareness among undergraduate students from pharmacy and other disciplines: Bangladesh perspective","year":2022,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Pharmacy; Government (linguistics); Medicine; Health care; Alternative medicine; Descriptive statistics; Closed-ended question; Nursing; Family medicine; Medical education; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682353,0.0002149521,0.00024821,0.00006848983,0.0006217366,0.0001261459,0.00009999536,0.00001258217,0.0002023504],"category_scores_gemma":[0.0002015863,0.0001961084,0.00003068471,0.0002104045,0.0001546843,0.0005995456,0.0003383973,0.0003692003,0.000003386308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619787,"about_ca_system_score_gemma":0.0001795045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006338548,"about_ca_topic_score_gemma":0.000078391,"domain_scores_codex":[0.9983243,0.000309304,0.0002331387,0.0004977896,0.0004062079,0.0002292806],"domain_scores_gemma":[0.998652,0.000635535,0.0001906657,0.0001322386,0.0001176716,0.0002718808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001663579,0.001540056,0.9568136,0.00009161505,0.0005622328,0.00001852735,0.01845845,0.000002543432,0.001990308,0.0003004446,0.002971971,0.01558667],"study_design_scores_gemma":[0.01340621,0.0001401102,0.3806688,0.0001035308,0.00284694,0.0001583334,0.1010725,0.002796143,0.001596366,0.00208174,0.4943873,0.0007420573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467871,0.01135871,0.00001343492,0.03962861,0.0005628569,0.000674999,0.00005947823,0.00005095178,0.0008639242],"genre_scores_gemma":[0.9919233,0.003411268,0.000144571,0.00340567,0.000413913,0.0002237091,0.00003991131,0.00003407536,0.0004036105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5761448,"threshold_uncertainty_score":0.9582031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05437069935921764,"score_gpt":0.4504356747436337,"score_spread":0.3960649753844161,"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."}}