{"id":"W3182627936","doi":"10.1158/1538-7445.am2021-636","title":"Abstract 636: PROFYLE: The pan-Canadian precision oncology program for children, adolescents and young adults with hard-to-treat cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; Centre Hospitalier Universitaire Sainte-Justine; Spinal Cord Injury BC; Izaak Walton Killam Health Centre; University of Alberta; BC Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary; McGill University Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Cancer; Internal medicine; Pediatric cancer; Disease; Precision medicine; Referral; 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":[0.001885444,0.000368085,0.0002842135,0.0009268338,0.004439397,0.001763274,0.001398918,0.000902254,0.03737779],"category_scores_gemma":[0.004424749,0.0003157881,0.0004089068,0.0008945253,0.0009476371,0.0006327481,0.003474816,0.001920957,0.005661704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02612698,"about_ca_system_score_gemma":0.1668842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8029695,"about_ca_topic_score_gemma":0.9395875,"domain_scores_codex":[0.9984003,0.0002098605,0.00005162548,0.0001696358,0.000583188,0.0005854083],"domain_scores_gemma":[0.9791711,0.0003943856,0.0004866695,0.0002656028,0.005412397,0.01426984],"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":[0.0001060938,0.0001150786,0.02964369,0.0001765659,0.00001903185,0.0002454525,0.0005279403,0.0001943527,0.0004845475,0.00223438,0.8573967,0.1088562],"study_design_scores_gemma":[0.0001455359,0.0001253531,0.07974204,0.0006477115,0.00002766281,0.0002954895,0.001527871,0.0003972123,0.0004123075,0.0007540658,0.9158862,0.0000385051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07796187,0.01217203,0.01005967,0.2790446,0.006252085,0.007942527,0.06140534,0.003604848,0.5415571],"genre_scores_gemma":[0.3801797,0.01591506,0.05140715,0.09739658,0.002936684,0.004988866,0.03634359,0.001344845,0.4094875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1970305,"threshold_uncertainty_score":0.3963816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163802828367076,"score_gpt":0.420830563730656,"score_spread":0.3691925354469853,"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."}}