{"id":"W3168486234","doi":"10.1093/neuonc/noab090.197","title":"EPCT-11. RURALITY INDEX SCORE AND PEDIATRIC NEURO-ONCOLOGICAL OUTCOME IN ONTARIO","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rurality; Medicine; Index (typography); Demography; Cohort; Rural area; Pediatrics; Population; Environmental health; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002676188,0.0001570876,0.0001730956,0.000785819,0.0007552127,0.0005767065,0.0005649549,0.0001768999,0.002458925],"category_scores_gemma":[0.001827208,0.0001355394,0.0002752442,0.001848964,0.0004877448,0.0002592902,0.0006529149,0.000305519,0.0001621582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008579716,"about_ca_system_score_gemma":0.008768157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8950941,"about_ca_topic_score_gemma":0.9361721,"domain_scores_codex":[0.9996108,0.00002478355,0.00003176954,0.00005845376,0.000132799,0.0001413563],"domain_scores_gemma":[0.9983599,0.00006977415,0.0007687855,0.00003220279,0.0003954181,0.0003739656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001587914,0.00000450109,0.9985408,0.0000134424,0.000009185078,0.00006302216,0.0001479628,0.00003507792,0.00004158632,0.00002353808,0.0004247709,0.0006803875],"study_design_scores_gemma":[0.000001432172,0.000007813477,0.9991958,0.00001177708,0.000004674914,0.00006911813,0.0002371769,0.0000669578,0.00001785779,0.000007723692,0.0003780469,0.000001670708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927039,0.000284035,0.0000543742,0.0002453626,0.000006672783,0.00002001708,0.004447022,0.00000661674,0.002231971],"genre_scores_gemma":[0.9980118,0.0001392809,0.0000490436,0.00002077457,0.000003670809,0.00001354643,0.001447572,0.000002026801,0.0003121356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049059,"threshold_uncertainty_score":0.2110474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071740522131786,"score_gpt":0.4337073657874007,"score_spread":0.3265333135742221,"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."}}