{"id":"W4287010062","doi":"10.3390/curroncol29080416","title":"Costs of Next-Generation Sequencing Assays in Non-Small Cell Lung Cancer: A Micro-Costing Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Genome Canada","keywords":"Activity-based costing; Medicine; Lung cancer; DNA sequencing; Oncology; Biology; Business; DNA; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003789025,0.0001268562,0.000214568,0.00008488563,0.00009949105,0.00001136668,0.0001946973,0.0000616171,0.00002636296],"category_scores_gemma":[0.00006056542,0.0001515912,0.0000536688,0.0001422081,0.0000241325,0.000002531343,0.0003155062,0.0002062893,6.230939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490801,"about_ca_system_score_gemma":0.0006080123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005572606,"about_ca_topic_score_gemma":0.002312287,"domain_scores_codex":[0.9988404,0.000153622,0.0003365856,0.0003439843,0.00009117651,0.0002342417],"domain_scores_gemma":[0.9994241,0.00004477896,0.000200958,0.0002036428,0.00007848845,0.00004802917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005873093,0.0005961256,0.150617,0.0000370772,0.00002091693,0.00001051903,0.0008780948,0.006881462,0.8247959,0.000008491406,0.001799471,0.01429623],"study_design_scores_gemma":[0.0215036,0.01153592,0.03050457,0.0001859681,0.0005745901,0.00007248128,0.01990164,0.07635442,0.7271058,0.0000561054,0.1098069,0.002397967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916987,0.005767425,0.0002939214,0.00004097804,0.001238367,0.0005758884,0.00007630813,0.000003828688,0.0003046178],"genre_scores_gemma":[0.9982995,0.0006267226,0.0001850915,0.00008244746,0.0003107878,0.0002943424,0.0001617991,0.00001802478,0.00002122248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201124,"threshold_uncertainty_score":0.6181709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07676487862372618,"score_gpt":0.34444087827806,"score_spread":0.2676759996543338,"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."}}