{"id":"W2916233810","doi":"10.1016/j.lungcan.2019.02.015","title":"A study of ALK-positive pulmonary squamous-cell carcinoma: From diagnostic methodologies to clinical efficacy","year":2019,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Anaplastic lymphoma kinase; Medicine; Immunohistochemistry; Concordance; Lung cancer; Crizotinib; Fluorescence in situ hybridization; Internal medicine; Adenocarcinoma; Carcinoma; Oncology; Fish <Actinopterygii>; Pathology; Cancer; Biology; Gene","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":[0.006245351,0.0004274454,0.000974261,0.0008489848,0.0004343366,0.0009316839,0.0003847827,0.0006967338,0.002044535],"category_scores_gemma":[0.006402228,0.0002073356,0.0006978987,0.0006578436,0.001044774,0.0008989337,0.0004985817,0.0007309953,0.0003653656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706694,"about_ca_system_score_gemma":0.0007382551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002927459,"about_ca_topic_score_gemma":0.0002685581,"domain_scores_codex":[0.9967884,0.002059049,0.0002568064,0.000292733,0.000461401,0.0001416606],"domain_scores_gemma":[0.9926499,0.004874495,0.0007998639,0.0005566744,0.0006917292,0.0004273639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2031407,0.01547766,0.335434,0.001973176,0.003023539,0.001246789,0.001214633,0.001245308,0.1288301,0.002902493,0.001215943,0.3042956],"study_design_scores_gemma":[0.01006172,0.483439,0.4133383,0.0002689442,0.004516752,0.004215984,0.001081072,0.001875926,0.05831431,0.00138534,0.02139592,0.0001067212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824144,0.01332883,0.0006955994,0.0002824348,0.00006967696,0.0002074102,0.0001855076,0.000007110818,0.002808898],"genre_scores_gemma":[0.9960614,0.002237326,0.0003857992,0.0002237573,0.0001617555,0.00007390544,0.0001754214,0.00000562806,0.0006750858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006245351,"threshold_uncertainty_score":0.03302896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933984428612437,"score_gpt":0.4332631489433579,"score_spread":0.3839233046572335,"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."}}