{"id":"W4321105941","doi":"10.3390/curroncol30020180","title":"Cost Savings of Expedited Care with Upfront Next-Generation Sequencing Testing versus Single-Gene Testing among Patients with Metastatic Non-Small Cell Lung Cancer Based on Current Canadian Practices","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis; William Osler Health System","funders":"","keywords":"Medicine; Oncology; Internal medicine; Guideline; Cancer; Lung cancer; Pathology","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":[0.001775476,0.0006217474,0.0005326302,0.0008553723,0.0008898434,0.001977504,0.001148525,0.0007094264,0.003510202],"category_scores_gemma":[0.01199786,0.0003348109,0.001741423,0.00154205,0.0004772727,0.0007679273,0.0009105942,0.001008004,0.0001444658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04769918,"about_ca_system_score_gemma":0.04013044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8851558,"about_ca_topic_score_gemma":0.8970127,"domain_scores_codex":[0.9977626,0.0007020764,0.00009314964,0.0002119479,0.0005914053,0.000638913],"domain_scores_gemma":[0.9962276,0.001643098,0.0006210457,0.00007631831,0.0007542482,0.0006776914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002626977,0.000483826,0.3601967,0.0008369341,0.001607848,0.0006443239,0.0006464464,0.4705585,0.001037994,0.01585697,0.01178951,0.133714],"study_design_scores_gemma":[0.0007172172,0.001600126,0.3247601,0.0007987033,0.002204737,0.0008457661,0.002724931,0.6433637,0.0009135118,0.009238672,0.01259064,0.0002419248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561295,0.005105118,0.005573052,0.009636817,0.00009160171,0.0003874982,0.006337947,0.00009142898,0.01664704],"genre_scores_gemma":[0.9944442,0.001162617,0.002398101,0.0003682846,0.00002006652,0.0000314465,0.0009113069,0.000009340381,0.0006546977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148442,"threshold_uncertainty_score":0.3460834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185970799103126,"score_gpt":0.3483047884285997,"score_spread":0.1623339893254737,"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."}}