{"id":"W3083368494","doi":"10.1158/1538-7445.am2020-5413","title":"Abstract 5413: Terry Fox PRecision Oncology For Young peopLE (PROFYLE): A Canadian precision medicine program for children, adolescents and young adults with hard-to-treat cancer","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of Ottawa; McGill University Health Centre; Izaak Walton Killam Health Centre; University of Alberta; University of Calgary; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; BC Children's Hospital; University of Toronto; BC Cancer Agency; SickKids Foundation; University of British Columbia; Hospital for Sick Children","funders":"","keywords":"Precision medicine; Medicine; Cancer; Oncology; Personalized medicine; Internal medicine; Family medicine; Bioinformatics; Pathology","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":[0.00574535,0.0005428386,0.0003555515,0.001111428,0.007119847,0.002752128,0.001855305,0.00149624,0.02620445],"category_scores_gemma":[0.0061955,0.0004373298,0.0006193042,0.0007637725,0.002826399,0.0007335991,0.00456679,0.002811251,0.004398555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04147206,"about_ca_system_score_gemma":0.2735025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8444089,"about_ca_topic_score_gemma":0.9545429,"domain_scores_codex":[0.9962458,0.0006486454,0.00008461778,0.0004742406,0.001387478,0.001159137],"domain_scores_gemma":[0.9716986,0.0009168163,0.0005831742,0.00047061,0.006754905,0.01957576],"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":[0.0002554869,0.0002552872,0.02991714,0.0002889576,0.00004092389,0.0005406853,0.001540386,0.0005910626,0.001878798,0.006549699,0.7781441,0.1799975],"study_design_scores_gemma":[0.0002511854,0.0003021264,0.04795003,0.00059319,0.000048541,0.0004143619,0.002483273,0.0007611174,0.001221246,0.001668739,0.9442381,0.0000682573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08691899,0.01296896,0.02476727,0.502264,0.007484531,0.0109263,0.01598188,0.003952794,0.3347352],"genre_scores_gemma":[0.320681,0.01395223,0.07198994,0.1442076,0.002442255,0.004955853,0.00707017,0.001185414,0.4335155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1555911,"threshold_uncertainty_score":0.3130147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154071743349288,"score_gpt":0.3667420782877112,"score_spread":0.3352013608542184,"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."}}