{"id":"W1981508868","doi":"10.3747/co.20.1568","title":"Impact of the College of American Pathologists, the International Association for the Study of Lung Cancer, and the Association for Molecular Pathology Clinical Practice Guidelines for Egfr and Alk Testing in Lung Cancer in Canada","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Comprehensive Cancer Network; AstraZeneca","keywords":"Lung cancer; Medicine; Pathology; Molecular pathology; Association (psychology); Clinical Practice; Family medicine; Oncology; Psychology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02486503,0.0004239482,0.0004341754,0.002430364,0.00389065,0.005342929,0.00197894,0.003075874,0.004542154],"category_scores_gemma":[0.06877394,0.0004198656,0.0006577856,0.002511755,0.003669067,0.001413238,0.002656233,0.005470686,0.0005202821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04095111,"about_ca_system_score_gemma":0.2068909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8697929,"about_ca_topic_score_gemma":0.9511558,"domain_scores_codex":[0.9603294,0.007755183,0.002440161,0.001450779,0.02490807,0.003116437],"domain_scores_gemma":[0.8993771,0.01650741,0.004759834,0.001548682,0.06313315,0.01467386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001767377,0.0002926354,0.1096246,0.0008341593,0.0001453688,0.001055325,0.002150469,0.003735768,0.001482434,0.04877948,0.5330173,0.2987058],"study_design_scores_gemma":[0.0001520748,0.0002236705,0.1906785,0.002903678,0.0002742462,0.001429053,0.006367059,0.003038438,0.001572881,0.01337266,0.7797288,0.0002589459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01817438,0.01777707,0.002706779,0.8721861,0.004043188,0.0002024569,0.001033493,0.0001124593,0.08376409],"genre_scores_gemma":[0.6858556,0.04938923,0.03328049,0.1937503,0.004589859,0.00026028,0.002235384,0.0002556117,0.03038322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1302071,"threshold_uncertainty_score":0.2971225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09443315981957721,"score_gpt":0.535275867014201,"score_spread":0.4408427071946238,"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."}}