{"id":"W4406535520","doi":"10.1155/ijcp/2248512","title":"Understanding Community Pharmacists’ Knowledge, Attitudes, and Practices Regarding Biosimilar Drugs: A Cross‐Sectional Survey","year":2025,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Biosimilar; Cross-sectional study; Family medicine; Internal medicine; Pathology","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":[0.002705843,0.0001956883,0.0003625742,0.0009502546,0.0005628081,0.0007617031,0.0002858254,0.0008427471,0.002105562],"category_scores_gemma":[0.006422705,0.0003966157,0.0004502982,0.001064212,0.0003572912,0.001258224,0.0009113785,0.0007727119,0.0004052202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859278,"about_ca_system_score_gemma":0.001096766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005266477,"about_ca_topic_score_gemma":0.006139491,"domain_scores_codex":[0.998052,0.000558206,0.0002313621,0.0002012658,0.0007230249,0.0002340858],"domain_scores_gemma":[0.9941064,0.001500341,0.002514978,0.0002179383,0.0009446134,0.0007157015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003871575,0.0003635317,0.9935781,0.00005646667,0.00005059101,0.0000954956,0.001241722,0.00004533211,0.0002975952,0.00001089476,0.0001351808,0.004086371],"study_design_scores_gemma":[0.00001053165,0.0004226938,0.9963078,0.00002620565,0.00001976614,0.0003218593,0.002291571,0.0001840807,0.00008950625,0.00001369174,0.0003061255,0.000006224013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991767,0.00005375938,0.00006264636,0.00007888699,0.000001441625,0.00003628502,0.0001678487,0.000002138825,0.0004202905],"genre_scores_gemma":[0.9993237,0.0001237489,0.0001486094,0.00009144824,0.000004207337,0.00004357693,0.0001498795,7.051445e-7,0.0001140722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005266477,"threshold_uncertainty_score":0.01431006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3979202703520576,"score_gpt":0.582202450166058,"score_spread":0.1842821798140004,"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."}}