{"id":"W4387833512","doi":"10.1016/b978-0-12-822824-1.00023-7","title":"Molecular testing in lung cancer","year":2023,"lang":"en","type":"book-chapter","venue":"Diagnostic Molecular Pathology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; Royal Columbian Hospital","funders":"","keywords":"ROS1; Anaplastic lymphoma kinase; KRAS; Lung cancer; Cancer research; Tyrosine kinase; Receptor tyrosine kinase; Epidermal growth factor receptor; Medicine; Crizotinib; Cancer; Receptor Protein-Tyrosine Kinases; Personalized medicine; Bioinformatics; Biology; Oncology; Internal medicine; Colorectal cancer; Receptor; Adenocarcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005511818,0.0006360736,0.00044232,0.001096969,0.00052316,0.001848844,0.000719278,0.001663221,0.04956394],"category_scores_gemma":[0.001208173,0.0003180942,0.0003370458,0.0006533643,0.0009947361,0.001988162,0.001261429,0.002794358,0.02806204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062632,"about_ca_system_score_gemma":0.0007998652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538179,"about_ca_topic_score_gemma":0.004916854,"domain_scores_codex":[0.9997638,0.00005285811,0.000008254864,0.00002425448,0.0001334245,0.00001739985],"domain_scores_gemma":[0.9996642,0.000223335,0.00001062023,0.00001981268,0.00005421262,0.0000278071],"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":[0.0000110638,0.00003106031,0.00007283081,0.0002429316,0.000005141192,0.000169405,0.0001166989,0.0003481908,0.0006333449,0.06850296,0.6354975,0.2943691],"study_design_scores_gemma":[0.000002202012,0.00000841584,0.0001093742,0.000231573,0.000002254834,0.0005062272,0.00003017555,0.0001246587,0.0001491143,0.02556601,0.9732656,0.00000426717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004523599,0.1489252,0.01262357,0.01581134,0.007630037,0.00007052291,0.0002780489,0.0003314365,0.8138773],"genre_scores_gemma":[0.00353093,0.07159474,0.006124892,0.01220224,0.003102827,0.00007818223,0.0002322743,0.0001789802,0.9029549],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04956394,"threshold_uncertainty_score":0.1658079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929776499314631,"score_gpt":0.3261873878034753,"score_spread":0.3068896228103289,"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."}}