{"id":"W2799895050","doi":"10.1159/000488145","title":"Premature Mortality Due to Malignancies of the Central Nervous System in Canada, 1980–2010","year":2018,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; Alberta Health Services","funders":"World Health Organization","keywords":"Medicine; Years of potential life lost; Demography; Life expectancy; Population; Epidemiology; Life span; Mortality rate; Gerontology; Relative survival; Pediatrics; Internal medicine; Cancer registry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003268464,0.0001418547,0.0005903398,0.00003433909,0.00003844474,0.000001375102,0.0001428711,0.000068172,0.0000260765],"category_scores_gemma":[0.0006529426,0.00008387874,0.0000879841,0.0001797425,0.0001003404,0.00001178513,0.00007437488,0.0001755065,0.000005736995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234116,"about_ca_system_score_gemma":0.0004809153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6727312,"about_ca_topic_score_gemma":0.8157305,"domain_scores_codex":[0.998279,0.0004562182,0.0004368777,0.0002773235,0.0001394429,0.000411183],"domain_scores_gemma":[0.9988402,0.0002648084,0.0001376882,0.0005561893,0.00006088763,0.0001402686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288685,0.00006323909,0.9815017,0.000195944,0.00006930356,0.0004078286,0.0001608994,0.0000897042,0.001208368,0.002937126,0.01235747,0.0008795595],"study_design_scores_gemma":[0.0003415897,0.0001982879,0.9949839,0.0000964931,0.00006350602,0.0002967854,0.00009432501,0.0001328376,0.001165179,0.00003687921,0.002535314,0.00005495777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930344,0.0001292965,0.00003072737,0.004733642,0.001114306,0.0005120613,0.00006556998,0.00001357131,0.0003664579],"genre_scores_gemma":[0.9949452,0.000004109791,0.0002365676,0.004515756,0.0001501289,0.00002156623,0.000005782299,0.00001157549,0.0001093361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429993,"threshold_uncertainty_score":0.3420476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818244618848465,"score_gpt":0.2715373045828889,"score_spread":0.2433548583944042,"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."}}