{"id":"W2419311181","doi":"10.1097/pai.0000000000000267","title":"Developing ALK Immunohistochemistry and In Situ Hybridization Proficiency Testing for Non–Small Cell Lung Cancer in Canada","year":2015,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University Health Network; McMaster University; University of Toronto","funders":"","keywords":"Immunohistochemistry; Crizotinib; Lung cancer; Fluorescence in situ hybridization; Medicine; Fish <Actinopterygii>; In situ hybridization; Oncology; Internal medicine; Pathology; Biology; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02295537,0.0008478061,0.0005594693,0.0033807,0.003357608,0.002804911,0.003774841,0.0008825904,0.002977546],"category_scores_gemma":[0.02186674,0.001129493,0.0007175868,0.002460165,0.001936037,0.0007902706,0.002803937,0.001131185,0.0009159152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05425713,"about_ca_system_score_gemma":0.1430009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589646,"about_ca_topic_score_gemma":0.9704615,"domain_scores_codex":[0.9790897,0.003813984,0.001144457,0.002596501,0.01038845,0.002966888],"domain_scores_gemma":[0.952967,0.002974705,0.001537472,0.0008179451,0.03880213,0.002900864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00153534,0.001067917,0.4065729,0.001759676,0.0002651189,0.003115362,0.01572273,0.01101474,0.07286139,0.009544068,0.06066972,0.4158711],"study_design_scores_gemma":[0.0002615881,0.001700312,0.6454824,0.001318969,0.0002783077,0.001843625,0.01209948,0.02226536,0.05463022,0.001656252,0.2581171,0.0003464461],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7098431,0.009333317,0.1141184,0.01732258,0.001024816,0.01436453,0.008696808,0.002425263,0.1228712],"genre_scores_gemma":[0.8602374,0.003594357,0.1089966,0.00350101,0.0000807856,0.00206495,0.005210864,0.0003900804,0.01592401],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05425713,"threshold_uncertainty_score":0.3936648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122101822590886,"score_gpt":0.2944110282533495,"score_spread":0.2822008459942609,"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."}}