{"id":"W2766941147","doi":"10.3747/co.24.3579","title":"Conditional Survival after a Diagnosis of Malignant Brain Tumour in Canada: 2000–2008","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Brain Tumour Foundation of Canada","keywords":"Medicine; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005104048,0.0002620276,0.0002346552,0.0008158642,0.0008633659,0.0005300109,0.0008254295,0.0002516451,0.002941403],"category_scores_gemma":[0.002910338,0.0001569084,0.0004712543,0.001986688,0.0003385998,0.0003420059,0.0006615341,0.0006453478,0.000188384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02818786,"about_ca_system_score_gemma":0.02964337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990976,"about_ca_topic_score_gemma":0.9934142,"domain_scores_codex":[0.9995123,0.00002676128,0.00003729202,0.00008681245,0.0001946751,0.0001421433],"domain_scores_gemma":[0.9975238,0.0001450406,0.0004589563,0.00008024338,0.001483571,0.00030826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477746,0.000014046,0.9793004,0.00007624878,0.0001114873,0.0001147419,0.0002810623,0.001194679,0.0001265953,0.0003987245,0.007667237,0.01056697],"study_design_scores_gemma":[0.00001015675,0.00002098059,0.9930509,0.0000408499,0.00006805859,0.000208212,0.0002711506,0.001794351,0.0001617538,0.0001210445,0.004229616,0.00002294691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227939,0.002205137,0.001251092,0.001272761,0.00004037181,0.00007035525,0.06382669,0.0001150485,0.008424639],"genre_scores_gemma":[0.9784435,0.0009729594,0.0005108847,0.000131186,0.00001298253,0.00002032534,0.01865241,0.00001556273,0.001240188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02818786,"threshold_uncertainty_score":0.2045182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06951812551986977,"score_gpt":0.3629110187259434,"score_spread":0.2933928932060736,"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."}}