{"id":"W4398255805","doi":"10.1017/cjn.2024.199","title":"P.094 Incidence of pathologically confirmed primary malignant brain tumours in Newfoundland and Labrador: an eight-year review spanning 2015-2022","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medicine; Oligodendroglioma; Population; Glioblastoma; Demography; Internal medicine; Astrocytoma; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687618,0.0003577885,0.0008494961,0.009313404,0.00040676,0.001203934,0.0010002,0.0004664475,0.00219628],"category_scores_gemma":[0.004630656,0.0003189198,0.00117188,0.01144296,0.0007033672,0.001048061,0.0004599896,0.0003919879,0.0003231502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004346136,"about_ca_system_score_gemma":0.006418097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2343916,"about_ca_topic_score_gemma":0.3973992,"domain_scores_codex":[0.9988257,0.0001199958,0.000363447,0.0001986792,0.0003881353,0.0001040258],"domain_scores_gemma":[0.9943888,0.001903717,0.001958569,0.00008015796,0.001535499,0.0001333486],"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":[0.0003487022,0.00003726999,0.1836264,0.1355851,0.003095831,0.0008179858,0.0007608834,0.000430542,0.0006146799,0.0007252819,0.06504763,0.6089097],"study_design_scores_gemma":[0.00002971567,0.0001590884,0.630197,0.1043853,0.005157957,0.005175498,0.001388823,0.000214026,0.0004163625,0.0002125141,0.2525925,0.00007118506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004407281,0.9920649,0.00004896798,0.0004908351,0.00009525392,0.00001149228,0.001863544,0.000009315253,0.001008436],"genre_scores_gemma":[0.03836622,0.9584879,0.0002192109,0.0004793425,0.0001480014,0.00002116863,0.001909583,0.000005312415,0.0003633413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7656084,"threshold_uncertainty_score":0.4660545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979843644285309,"score_gpt":0.3028759995235408,"score_spread":0.2830775630806877,"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."}}