{"id":"W4412957195","doi":"10.4212/cjhp.3760","title":"Nova Scotia Health Influenza Treatment Team: Virtual Care Pathway to Antiviral Treatment","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Nova scotia; Medicine; Virology; Gynecology; Family medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001599772,0.000217566,0.0002309388,0.0004422119,0.003790496,0.003164731,0.0008045956,0.001194403,0.0367739],"category_scores_gemma":[0.007523794,0.0003694036,0.0003057993,0.0004554099,0.000463169,0.0007608362,0.003632892,0.00120843,0.00292745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0118025,"about_ca_system_score_gemma":0.05890731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.414477,"about_ca_topic_score_gemma":0.7454938,"domain_scores_codex":[0.9982222,0.0006758532,0.00009757475,0.0001057206,0.0003239586,0.000574702],"domain_scores_gemma":[0.9918582,0.0006527504,0.0004353512,0.0001602903,0.001240281,0.005653048],"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":[0.002119315,0.003222289,0.1372044,0.0005560733,0.0001040831,0.005835509,0.003594857,0.001706734,0.001219517,0.005461732,0.560643,0.2783325],"study_design_scores_gemma":[0.001883545,0.003432075,0.4999923,0.001452961,0.0001328066,0.003759309,0.01494961,0.006404861,0.0009946164,0.0035679,0.4632617,0.0001683701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.466709,0.002041727,0.003371684,0.1102999,0.002403429,0.005082623,0.006276932,0.001068544,0.4027461],"genre_scores_gemma":[0.8900198,0.001780663,0.01488084,0.01668391,0.0003704762,0.0009457144,0.001721159,0.0001194791,0.07347798],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.414477,"threshold_uncertainty_score":0.824129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06543550764470697,"score_gpt":0.4059035865202048,"score_spread":0.3404680788754978,"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."}}