{"id":"W4362593887","doi":"10.1158/1538-7445.am2023-4509","title":"Abstract 4509: A pan-Canadian precision oncology program for children, adolescents and young adults with hard-to-cure cancer: The PRecision Oncology For Young peopLE (PROFYLE) Program","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Occupational Cancer Research Centre; CancerCare Manitoba; Spinal Cord Injury BC; McGill University; McGill University Health Centre; Izaak Walton Killam Health Centre; BC Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary; Baker Hughes (Canada); Concordia University; Cancer Care Ontario; Hospital for Sick Children","funders":"","keywords":"Medicine; Cancer; Oncology; Internal medicine; Precision medicine; Disease; 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":[0.002187469,0.00039994,0.0002706437,0.0007576087,0.005230504,0.001699874,0.001582249,0.0008919142,0.02249076],"category_scores_gemma":[0.002819249,0.0003414296,0.0006095434,0.0007421782,0.00113334,0.0004803604,0.003981461,0.001994493,0.003782605],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02853125,"about_ca_system_score_gemma":0.2001503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8141155,"about_ca_topic_score_gemma":0.9542426,"domain_scores_codex":[0.9983469,0.0002231015,0.00004029041,0.0001639991,0.0005750839,0.0006505508],"domain_scores_gemma":[0.9828029,0.0002956144,0.0003092805,0.0001936857,0.003335198,0.01306329],"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":[0.0002778702,0.0004476784,0.05326904,0.0002790474,0.00004971804,0.0005642818,0.001333641,0.0003899878,0.001556286,0.003031241,0.7401133,0.1986879],"study_design_scores_gemma":[0.000315858,0.0003723891,0.1138717,0.0005852983,0.00005614795,0.0005110453,0.002683778,0.0005575047,0.0007332505,0.0009632927,0.8792971,0.00005252179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1916612,0.01205673,0.0160566,0.2269594,0.004844355,0.009953375,0.04165518,0.004085833,0.4927274],"genre_scores_gemma":[0.4251175,0.0115392,0.07676114,0.09492271,0.00163426,0.005199409,0.02219616,0.001137873,0.3614919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9714687,"threshold_uncertainty_score":0.3739583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05304616960510961,"score_gpt":0.4363103089570122,"score_spread":0.3832641393519026,"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."}}