{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001301665,0.0002750164,0.0004022864,0.00007721062,0.00006830106,0.00001230419,0.0001328572,0.0001308231,0.000006828368],"category_scores_gemma":[0.00009131231,0.0003086359,0.00003275812,0.0003239335,0.0000691678,0.00002806387,0.00007040964,0.0002341768,5.433702e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003874583,"about_ca_system_score_gemma":0.005552119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1201544,"about_ca_topic_score_gemma":0.00213211,"domain_scores_codex":[0.9983781,0.00001171097,0.0004634465,0.0005365586,0.0001571652,0.0004530139],"domain_scores_gemma":[0.9991698,0.00005168056,0.0001788569,0.000309779,0.0001707222,0.0001191859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001257445,0.00006555433,0.009657446,0.0003320382,0.00003661639,0.0001528375,0.0002385602,0.0002925237,0.9882472,0.00001550335,0.0001222399,0.0007137484],"study_design_scores_gemma":[0.006570152,0.00006082312,0.009908217,0.0002497262,0.0002168259,0.0001757913,0.000850646,0.0005968041,0.9807379,0.00006996577,0.000060772,0.0005023618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886124,0.00384483,0.001917282,0.0002427002,0.0001097333,0.001147891,0.00002274028,0.0000219943,0.004080426],"genre_scores_gemma":[0.9913602,0.00001992401,0.006610136,0.0003512875,0.00002524349,0.001185284,0.0002321989,0.00004508076,0.0001705852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180223,"threshold_uncertainty_score":0.9999494,"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."}}