{"id":"W4282928759","doi":"10.1158/1538-7445.am2022-5224","title":"Abstract 5224: The PRecision Oncology For Young peopLE (PROFYLE) Program: A national precision oncology program for children, adolescents and young adults with hard-to-cure cancer in Canada","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; Centre Hospitalier Universitaire Sainte-Justine; Spinal Cord Injury BC; McGill University Health Centre; BC Children's Hospital; McGill University; University of Calgary; Children's Hospital of Eastern Ontario; Izaak Walton Killam Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Cancer; Internal medicine; Precision medicine; Breast cancer; Family medicine; 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":[0.0019399,0.0003566609,0.0003036165,0.0007696901,0.006417395,0.001964364,0.001547798,0.000779157,0.01273402],"category_scores_gemma":[0.002441106,0.0003587419,0.0005294866,0.0008879526,0.001568827,0.0004647104,0.003844097,0.001942948,0.001927447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04574801,"about_ca_system_score_gemma":0.2778688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9284927,"about_ca_topic_score_gemma":0.9807746,"domain_scores_codex":[0.9981905,0.0002267919,0.0000387254,0.0001731582,0.0005311477,0.0008396868],"domain_scores_gemma":[0.9825167,0.0003151161,0.0003651397,0.0001470362,0.002764738,0.01389114],"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":[0.0003840175,0.000631031,0.1790072,0.0005042214,0.00006859775,0.001084723,0.002546689,0.0008680323,0.002120355,0.003805325,0.6238998,0.1850801],"study_design_scores_gemma":[0.0004561071,0.0006251761,0.3657078,0.001169736,0.00008260135,0.0008157594,0.007698427,0.001451924,0.001256108,0.001182841,0.6194562,0.00009720814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3783832,0.0156758,0.01404799,0.2269302,0.003671861,0.01078914,0.05566809,0.003128713,0.291705],"genre_scores_gemma":[0.6220249,0.01105585,0.05573779,0.07733037,0.001044943,0.004563032,0.0220112,0.0007595518,0.2054724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07150733,"threshold_uncertainty_score":0.3319266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236720804846299,"score_gpt":0.4199006589439091,"score_spread":0.3775334508954461,"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."}}