{"id":"W3024700546","doi":"","title":"Case-Completeness of Nonmalignant Central Nervous System Tumors in the Canadian Cancer Registry, 2011-2015.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer registry; Epidemiology; Incidence (geometry); Demography; Population; Public health; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005562321,0.0004559865,0.0006713338,0.005084746,0.001830807,0.001555854,0.002379274,0.000378163,0.002112157],"category_scores_gemma":[0.0188907,0.0004527246,0.0009684173,0.01075277,0.0007034973,0.0007307366,0.001305096,0.0006572881,0.00036641],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03206904,"about_ca_system_score_gemma":0.06777123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9912425,"about_ca_topic_score_gemma":0.9931012,"domain_scores_codex":[0.9912212,0.0004675871,0.000877647,0.001445417,0.00492782,0.001060289],"domain_scores_gemma":[0.9815107,0.001069745,0.003922505,0.001190195,0.01134557,0.0009613077],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009730917,0.00001360643,0.9386064,0.0005667412,0.0003650702,0.00007867848,0.0004537065,0.0007596076,0.0001023405,0.0007932957,0.04054039,0.01762278],"study_design_scores_gemma":[0.00001429464,0.00001168128,0.9806231,0.0002151565,0.0001184666,0.0001771829,0.0004041902,0.0009179157,0.0001757286,0.0001094552,0.01720159,0.00003110147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3555525,0.01584489,0.003423024,0.002969719,0.0002148765,0.0005378561,0.6032649,0.0005326421,0.01765962],"genre_scores_gemma":[0.8213277,0.005321421,0.002576241,0.0005991908,0.00004919445,0.0002021769,0.1679036,0.00005707526,0.001963439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9944377,"threshold_uncertainty_score":0.2326783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788500558934706,"score_gpt":0.2536204285058012,"score_spread":0.2157354229164542,"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."}}