{"id":"W1978236936","doi":"10.1097/jto.0b013e318290868f","title":"Molecular Testing Guideline for Selection of Lung Cancer Patients for EGFR and ALK Tyrosine Kinase Inhibitors: Guideline from the College of American Pathologists, International Association for the Study of Lung Cancer, and Association for Molecular Pathology","year":2013,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1284,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"Medicine; Guideline; Lung cancer; Tyrosine kinase; Oncology; Internal medicine; Cancer; Selection (genetic algorithm); Pathology; Receptor","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":[0.004643064,0.001232818,0.002274023,0.003069323,0.001144534,0.001666223,0.005304073,0.007088319,0.003891093],"category_scores_gemma":[0.01127042,0.0007767691,0.003817182,0.001938992,0.0008212908,0.001404187,0.001408469,0.007316483,0.003912588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792735,"about_ca_system_score_gemma":0.008280839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689248,"about_ca_topic_score_gemma":0.0515787,"domain_scores_codex":[0.9958664,0.001061474,0.001181362,0.0002489778,0.0013644,0.0002773745],"domain_scores_gemma":[0.9857193,0.003039698,0.001328155,0.0002930829,0.008710064,0.0009097425],"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":[0.00009256899,0.000289003,0.008738188,0.0007440877,0.0001624861,0.000964609,0.000168615,0.001713573,0.002717011,0.002494602,0.8802773,0.1016379],"study_design_scores_gemma":[0.0005686324,0.0004071996,0.0750327,0.01051934,0.0009053498,0.008963224,0.0006062912,0.007322407,0.003850701,0.01389677,0.8777074,0.0002200468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02198633,0.1184134,0.1215867,0.5374235,0.01476885,0.007092538,0.04112364,0.004643885,0.1329611],"genre_scores_gemma":[0.1019432,0.09235633,0.364376,0.2721357,0.009644254,0.009041716,0.08808463,0.001164205,0.06125396],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02689248,"threshold_uncertainty_score":0.05347192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468322786349575,"score_gpt":0.4181217731418935,"score_spread":0.4034385452783977,"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."}}