{"id":"W3207767539","doi":"10.3390/cancers13215270","title":"Patterns and Predictors of Healthcare Use among Adolescent and Young Adult Cancer Survivors versus a Community Comparison Group","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council NSW; National Health and Medical Research Council; McGill University; Kids Cancer Alliance; Cancer Institute NSW; Beyond Blue; Cancer Australia","keywords":"Medicine; Psychosocial; Survivorship curve; Anxiety; Depression (economics); Young adult; Mental health; Distress; Psychiatry; Cancer; Pediatrics; Clinical psychology; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003394925,0.0001254482,0.0001808966,0.0006915926,0.0003494557,0.000495074,0.0001981113,0.0003268677,0.001114854],"category_scores_gemma":[0.001084055,0.0001750028,0.0003047277,0.0006497831,0.000198494,0.0004264548,0.0005563277,0.0004914735,0.0001543891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906886,"about_ca_system_score_gemma":0.0002351282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02140361,"about_ca_topic_score_gemma":0.02700098,"domain_scores_codex":[0.9998046,0.00004056623,0.00002981017,0.0000334729,0.00003952419,0.00005208757],"domain_scores_gemma":[0.9994227,0.0000820026,0.0002441535,0.00002115663,0.00006688607,0.0001632262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002544021,0.00003803047,0.99897,0.000003265755,0.000009626713,0.00002097986,0.0002038773,0.000007410114,0.00005589052,0.000006437025,0.00003186359,0.0006270318],"study_design_scores_gemma":[0.000001668908,0.00007783722,0.9988753,0.000003190361,0.000005578748,0.00006601173,0.0008302843,0.00006737445,0.00001791317,0.000005354816,0.00004832728,0.000001068848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997811,0.00003108605,0.000006741011,0.00001443007,0.000001018232,0.00000360141,0.00006832389,4.904875e-7,0.00009315277],"genre_scores_gemma":[0.9996505,0.00006021489,0.00001936523,0.00001310774,0.000002251417,0.000007239398,0.0001375172,5.229439e-7,0.0001094309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140361,"threshold_uncertainty_score":0.04255807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578877981864763,"score_gpt":0.3358666505178477,"score_spread":0.2779788523313714,"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."}}