{"id":"W4205735377","doi":"10.4103/glioma.glioma_12_21","title":"Germline predisposition to glial neoplasms in children and young adults","year":2021,"lang":"en","type":"article","venue":"Glioma","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Germline; Genetic predisposition; Malignancy; Medicine; Genetic testing; Cancer; Glioma; Bioinformatics; Biology; Genetics; Pathology; Internal medicine; Cancer research; Disease; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001166629,0.0001891881,0.0002474602,0.0004051873,0.0002509563,0.0002201386,0.00009785751,0.0003109302,0.002167371],"category_scores_gemma":[0.0005451818,0.00007418737,0.000158687,0.0005226354,0.0001843276,0.0002050292,0.0002000123,0.0003221154,0.0004127672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845031,"about_ca_system_score_gemma":0.0003249987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653264,"about_ca_topic_score_gemma":0.001824509,"domain_scores_codex":[0.9999162,0.00001308181,0.00000970673,0.00001601852,0.00002571825,0.00001926202],"domain_scores_gemma":[0.9998746,0.00004152151,0.00004745756,0.000002776099,0.00001490029,0.00001877415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002913254,0.00007283725,0.3937585,0.002616743,0.0002307288,0.067731,0.002153874,0.0005390677,0.01167778,0.005236271,0.02647758,0.4892143],"study_design_scores_gemma":[0.00002511553,0.0001774672,0.3722187,0.002200797,0.0003068664,0.3118998,0.001861234,0.0001308531,0.003516357,0.002983024,0.304636,0.0000437935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4458978,0.4969744,0.002659678,0.00389216,0.0005459114,0.00007057422,0.001897584,0.0001839899,0.04787784],"genre_scores_gemma":[0.7131442,0.2782353,0.002357223,0.001133136,0.0003432317,0.00003862568,0.001303084,0.00002741218,0.003417736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002167371,"threshold_uncertainty_score":0.007250607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0042983728549192,"score_gpt":0.2333672999993935,"score_spread":0.2290689271444743,"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."}}