{"id":"W4313379654","doi":"10.1016/j.jmoldx.2022.12.004","title":"CANTRK","year":2022,"lang":"en","type":"article","venue":"Journal of Molecular Diagnostics","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia; William Osler Health System; Centre Hospitalier de l’Université de Montréal; Manitoba Health; Hôpital Maisonneuve-Rosemont; University Health Network; University of Alberta; Jewish General Hospital; Sunnybrook Health Science Centre; Hospital for Sick Children; Nova Scotia Health Authority; McMaster University; Hamilton Health Sciences; Ottawa Hospital; Calgary Laboratory Services; Health Sciences Centre; McGill University Health Centre; Kingston Health Sciences Centre; Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec; University of Saskatchewan; Princess Margaret Cancer Centre; University of Toronto","funders":"Bayer Canada","keywords":"Computational biology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001292681,0.001086101,0.000854121,0.002526464,0.001444241,0.004753537,0.001643895,0.002040436,0.8118473],"category_scores_gemma":[0.004115196,0.0005296667,0.0004719322,0.00127018,0.0007428692,0.001334121,0.002701242,0.002097933,0.7560073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335793,"about_ca_system_score_gemma":0.003970393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519608,"about_ca_topic_score_gemma":0.004304067,"domain_scores_codex":[0.9987125,0.0001452749,0.0000745379,0.000256274,0.0006342662,0.0001772073],"domain_scores_gemma":[0.9964986,0.0003707244,0.0001662655,0.0005238823,0.001133142,0.001307281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001962259,0.0001077101,0.0005172989,0.0002241073,0.00001117393,0.0001953025,0.00004050325,0.00008017715,0.002906025,0.006877011,0.8581411,0.1307034],"study_design_scores_gemma":[0.00003267789,0.00002233238,0.0004296359,0.0000564474,0.000004193257,0.0001504327,0.0000258184,0.00009358153,0.0006692976,0.0009560243,0.9975517,0.000007887147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001321667,0.001335794,0.001969537,0.005613053,0.003343495,0.0002124852,0.0115884,0.003951882,0.9706636],"genre_scores_gemma":[0.004535426,0.0006369564,0.0012898,0.001159817,0.0003364078,0.0001250154,0.007560243,0.001014917,0.9833415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8118473,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006823315016619164,"score_gpt":0.3002938783768739,"score_spread":0.2934705633602548,"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."}}