{"id":"W4379052475","doi":"10.3390/curroncol30060408","title":"Progress toward Health System Readiness for Genome-Based Testing in Canada","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; University of British Columbia; Provincial Health Services Authority; William Osler Health System; University of Alberta; University of Ottawa","funders":"Pfizer Canada; Thermo Fisher Scientific; AstraZeneca Canada; Amgen Canada; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Eli Lilly Canada; GlaxoSmithKline","keywords":"Health care; Context (archaeology); Medicine; Knowledge management; Onboarding; Test (biology); Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005181615,0.000486898,0.0009305852,0.004842982,0.00108224,0.003170968,0.001139822,0.0008661441,0.002832144],"category_scores_gemma":[0.01295689,0.0002239965,0.0009883709,0.01036341,0.0008814928,0.0008384027,0.0008198348,0.001095864,0.000127206],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0533774,"about_ca_system_score_gemma":0.1874662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.954915,"about_ca_topic_score_gemma":0.9639279,"domain_scores_codex":[0.9979537,0.0003229652,0.0001780635,0.0001234807,0.001112924,0.0003088629],"domain_scores_gemma":[0.9899328,0.003265609,0.000811423,0.00008196786,0.005333512,0.0005747489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572163,0.00008178085,0.01866888,0.05440022,0.000700151,0.0003059826,0.001099549,0.002347142,0.0002846418,0.02408783,0.03532503,0.8625416],"study_design_scores_gemma":[0.0001110607,0.0002394828,0.2091038,0.123635,0.002615873,0.0007517738,0.00393453,0.002557178,0.00130464,0.005866932,0.6496667,0.0002130567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004281948,0.9822949,0.000288859,0.006682229,0.0001440757,0.00004864901,0.0005907141,0.00001476954,0.005653942],"genre_scores_gemma":[0.06876764,0.9284158,0.0009818483,0.0008228378,0.00005640111,0.00003865078,0.0003794624,0.000005029643,0.0005323814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9466226,"threshold_uncertainty_score":0.387282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8766326041372946,"score_gpt":0.5952711289744113,"score_spread":0.2813614751628833,"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."}}