{"id":"W4416715988","doi":"10.1002/pon.70344","title":"Attending Childhood Cancer Follow‐Up Care: Travel Time, Disparities and Health—A Canadian Cohort Study","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; Alberta Cancer Foundation; University of Calgary","funders":"Graduiertenakademie, Technische Universität Dresden","keywords":"Psychological intervention; Cohort study; Childhood cancer; Cohort; Health care; Primary care; Inequality; Population based study","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009695297,0.0003461641,0.00121903,0.000454572,0.0004072163,0.00003800175,0.0002159868,0.0002477264,0.0003212004],"category_scores_gemma":[0.00009745442,0.0003569319,0.0001221986,0.0004426453,0.0001687836,0.00009721355,0.00006698823,0.0005757345,0.00003400757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979693,"about_ca_system_score_gemma":0.003791768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4533639,"about_ca_topic_score_gemma":0.6572447,"domain_scores_codex":[0.9970102,0.0003015061,0.0007228597,0.000807751,0.0003445886,0.0008130898],"domain_scores_gemma":[0.9982265,0.0001853041,0.0001801836,0.0005488555,0.0001356141,0.0007235372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536614,0.0004659178,0.8860386,0.0002348262,0.0007164837,0.00003016682,0.03489237,8.955349e-7,0.00002612134,0.0002886074,0.0575855,0.01956683],"study_design_scores_gemma":[0.005499478,0.001026081,0.9174202,0.000249568,0.0002828661,0.00003799935,0.02184447,0.000007531037,0.00001979697,0.00009987101,0.05323837,0.0002737844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820473,0.01217443,0.0000356416,0.1275366,0.004353304,0.003741984,0.0001619745,0.0001416215,0.03138144],"genre_scores_gemma":[0.967775,0.000865859,0.0001621492,0.02756387,0.0005259915,0.0004321251,0.00007360843,0.00004922018,0.002552122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038808,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034215057604559,"score_gpt":0.388884661083509,"score_spread":0.3585425105074634,"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."}}