{"id":"W4405617673","doi":"","title":"Plasma-Based Comprehensive Genomic Profiling DNA Assays for Non-Small Cell Lung Cancer: A Health Technology Assessment.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Profiling (computer programming); Computational biology; DNA profiling; DNA; Medicine; Biology; Oncology; Computer science; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08282868,0.001240294,0.004914291,0.01031775,0.0004449202,0.004302804,0.002153992,0.003150987,0.003414375],"category_scores_gemma":[0.1978409,0.0009671302,0.01718693,0.01045596,0.001053559,0.002812685,0.002877348,0.002304311,0.0003839934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01381633,"about_ca_system_score_gemma":0.02565028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01798338,"about_ca_topic_score_gemma":0.02266898,"domain_scores_codex":[0.9038531,0.06328301,0.01125763,0.002783706,0.01771281,0.001109706],"domain_scores_gemma":[0.795759,0.1467145,0.03173654,0.002756807,0.02159856,0.001434706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003129774,0.0001584579,0.01777285,0.4705818,0.05149914,0.0002004583,0.0003727555,0.008565938,0.0004536442,0.009827526,0.00962515,0.4278125],"study_design_scores_gemma":[0.003918975,0.006009846,0.05319355,0.5999198,0.2166948,0.0008813872,0.000607918,0.01317098,0.001632497,0.01943472,0.08418893,0.0003466044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008149961,0.9538354,0.009947261,0.01107914,0.0005130832,0.003817021,0.00842126,0.00007005405,0.004166916],"genre_scores_gemma":[0.2983104,0.6247247,0.04598267,0.01194573,0.000987625,0.01056463,0.006575924,0.00005034493,0.0008579476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08282868,"threshold_uncertainty_score":0.4380451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630963885794012,"score_gpt":0.3397459053348001,"score_spread":0.31343626647686,"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."}}