{"id":"W2108603842","doi":"10.3747/co.19.1058","title":"The Role of Molecular Pathology in Non-Small-Cell Lung Carcinoma—Now and in the Future","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"AstraZeneca; Pfizer; Amgen","keywords":"Anaplastic lymphoma kinase; Cancer research; Medicine; Epidermal growth factor receptor; Tyrosine kinase; Fusion gene; Lung cancer; Carcinoma; Receptor tyrosine kinase; Targeted therapy; Pathology; Gene; Bioinformatics; Oncology; Biology; Internal medicine; Cancer; Receptor; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125942,0.00007349731,0.0001610216,0.00005201608,0.00003245379,0.000002600515,0.00006544824,0.000068235,0.000006017976],"category_scores_gemma":[0.00001057768,0.00003999211,0.00002834205,0.0001049456,0.00006788941,0.00001905737,0.00002895555,0.0001801192,0.000002450712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008956112,"about_ca_system_score_gemma":0.00009737928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001491235,"about_ca_topic_score_gemma":0.0001802902,"domain_scores_codex":[0.9993793,0.0001124472,0.0001512127,0.00009805433,0.00005516605,0.0002037564],"domain_scores_gemma":[0.9996373,0.00009168407,0.00005505621,0.0001534586,0.00002448551,0.00003802867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004877111,0.0005453817,0.951733,0.00004502849,0.00001297098,0.00003083699,0.005142127,0.000001389213,0.001343608,0.0005294343,0.000244246,0.04032319],"study_design_scores_gemma":[0.002475041,0.0002497907,0.9111508,0.00002256316,0.0001596356,0.00007441168,0.005070633,0.0000922693,0.0006746771,0.000201254,0.07976981,0.00005918638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360355,0.05894435,0.00001090395,0.001260415,0.0003932946,0.0004155576,0.000003429563,0.000002597079,0.002933981],"genre_scores_gemma":[0.9986943,0.0008583872,0.00005535574,0.0001152778,0.0001328032,0.00010607,0.00001162901,0.000005737573,0.0000204678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07952556,"threshold_uncertainty_score":0.1630831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720521993474825,"score_gpt":0.3567140667764284,"score_spread":0.3395088468416801,"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."}}