{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007644068,0.00004676728,0.0001238062,0.00007631919,0.00006390469,0.000006134501,0.00004986542,0.00001085597,0.0001970243],"category_scores_gemma":[0.0001548495,0.00003910713,0.00009192408,0.0001069687,0.00001195308,0.0000173857,0.000025326,0.000154514,0.000003044812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512348,"about_ca_system_score_gemma":0.0002419935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009175055,"about_ca_topic_score_gemma":6.296478e-7,"domain_scores_codex":[0.9993942,0.00001799989,0.0001709608,0.00004306449,0.000292789,0.00008098839],"domain_scores_gemma":[0.9995344,0.00006270362,0.0001212348,0.00008400679,0.0001101381,0.00008756064],"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":[0.001295085,0.009156038,0.3228348,0.0002807372,0.007762216,0.1235939,0.005422652,0.03425262,0.06373125,0.03872505,0.3243355,0.06861017],"study_design_scores_gemma":[0.01290427,0.007706635,0.06142729,0.0002095057,0.005149885,0.01287474,0.001932002,0.0001828875,0.02414924,0.005503876,0.8675488,0.0004108562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741791,0.00940258,0.002595715,0.005810902,0.0009067857,0.0002203486,0.00003241219,0.00001097793,0.006841182],"genre_scores_gemma":[0.9965596,0.0002503695,0.001486244,0.001311102,0.00008555636,0.000006156416,0.00000668167,0.00001157212,0.0002827203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5432134,"threshold_uncertainty_score":0.2157278,"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."}}