{"id":"W3159791832","doi":"10.1177/10781552211007535","title":"Education strategy for the implementation of oncology biosimilars essential for operational and patient safety in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Cancer Foundation","funders":"","keywords":"Biosimilar; Medicine; Pharmacy; Harm; Patient safety; Oncology; Internal medicine; Family medicine; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01152256,0.0005933769,0.0002936641,0.002378901,0.007144822,0.003910852,0.003265212,0.004979502,0.008294775],"category_scores_gemma":[0.0112279,0.0005868101,0.0007115391,0.001194582,0.001547631,0.001102622,0.00402134,0.00459055,0.0008567309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09807716,"about_ca_system_score_gemma":0.5697491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.938643,"about_ca_topic_score_gemma":0.9680222,"domain_scores_codex":[0.9912679,0.0009621651,0.0003060074,0.0002714666,0.003977239,0.00321533],"domain_scores_gemma":[0.9627537,0.001624961,0.001356077,0.0003036718,0.01403799,0.01992356],"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":[0.0005644538,0.003664242,0.05480963,0.00119231,0.00009113493,0.003848917,0.006061709,0.005524359,0.01070039,0.0222708,0.4905384,0.4007336],"study_design_scores_gemma":[0.0004847476,0.001184839,0.1600564,0.001048847,0.00009264671,0.0006660857,0.007094162,0.004489763,0.003644699,0.001978437,0.8190671,0.0001921711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1743979,0.007167296,0.01947318,0.6161209,0.005319784,0.01182962,0.001811534,0.002357909,0.1615218],"genre_scores_gemma":[0.5658512,0.005931946,0.072503,0.1955877,0.001142998,0.002287966,0.002072726,0.0001749896,0.1544475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09807716,"threshold_uncertainty_score":0.7116029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369520180908905,"score_gpt":0.4361260698854512,"score_spread":0.3991740517945607,"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."}}