{"id":"W2442030078","doi":"10.1093/neuonc/now081.21","title":"QOS-21A MODEL OF CARE FOR PEDIATRIC CNS TUMOR PATIENTS","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Computer science","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":[0.001300444,0.0003658723,0.0002487814,0.0004964016,0.001733051,0.002185186,0.001754993,0.001225789,0.02045792],"category_scores_gemma":[0.003844266,0.0001394216,0.0008241663,0.0004402039,0.0005729492,0.001150491,0.005057399,0.002084287,0.003985225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002907754,"about_ca_system_score_gemma":0.01020122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004993482,"about_ca_topic_score_gemma":0.01035094,"domain_scores_codex":[0.9988366,0.0004226442,0.00009465517,0.0001531708,0.0002474316,0.0002454916],"domain_scores_gemma":[0.9964021,0.0002300399,0.0002925521,0.0001085863,0.0003936185,0.002572996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001000223,0.00259249,0.09615765,0.001569618,0.0002013448,0.007063317,0.004782738,0.00812632,0.001962437,0.03313682,0.3136921,0.529715],"study_design_scores_gemma":[0.0009429519,0.004291254,0.069015,0.003187107,0.0002685355,0.02150776,0.007162882,0.0178421,0.001426235,0.03076696,0.8433514,0.0002378476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3832409,0.01729815,0.05993238,0.1589293,0.007307563,0.002942237,0.005273815,0.004353912,0.3607217],"genre_scores_gemma":[0.8106107,0.01095852,0.1119658,0.01315088,0.001838422,0.002430513,0.004835177,0.0004322788,0.04377769],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02045792,"threshold_uncertainty_score":0.06843859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922385871963425,"score_gpt":0.2817266647814956,"score_spread":0.2625028060618613,"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."}}