{"id":"W4220744004","doi":"10.3390/curroncol29030169","title":"Brain Metastases among Cancer Patients Diagnosed from 2010–2017 in Canada: Incidence Proportion at Diagnosis and Estimated Lifetime Incidence","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Incidence (geometry); Cancer; Cancer registry; Cohort; Internal medicine; Population; Colorectal cancer; Melanoma; Lung cancer; Breast cancer; Esophageal cancer; Kidney cancer; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003381596,0.000240341,0.0005715256,0.0001339827,0.0002133396,0.000009839,0.0001289883,0.00004942751,0.001229843],"category_scores_gemma":[0.0006045784,0.0002161404,0.00005216529,0.0002605538,0.000130573,0.0001066659,0.0003838149,0.0003458261,0.00000662683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962152,"about_ca_system_score_gemma":0.001562467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7648724,"about_ca_topic_score_gemma":0.8488182,"domain_scores_codex":[0.9976722,0.0004065819,0.0004915326,0.0005541026,0.0004898147,0.0003857433],"domain_scores_gemma":[0.9983518,0.0007014613,0.0003386457,0.000260709,0.00009677474,0.0002506661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898134,0.0008903845,0.9283894,0.00003759242,0.00007111437,0.0005867953,0.0002591093,0.0001096749,0.00002691531,0.000003553055,0.0258201,0.04361554],"study_design_scores_gemma":[0.003372403,0.0007787447,0.9824924,0.000148139,0.0002395314,0.00001694845,0.0001392573,0.000823016,0.0001818245,0.00002797795,0.01158556,0.0001941448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875668,0.007315412,0.000004919931,0.00196514,0.001063314,0.001149803,0.0008982053,0.00002440623,0.00001198426],"genre_scores_gemma":[0.9951568,0.001164493,0.0001520771,0.0005122568,0.00005371468,0.001954125,0.0009538641,0.00002050813,0.00003212777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08394581,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0720681449548125,"score_gpt":0.3656862824036221,"score_spread":0.2936181374488095,"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."}}