{"id":"W4205348144","doi":"10.1089/jayao.2021.0156","title":"Looking Back to Move Forward: Lessons Learned from a Successful, Sustainable, Replicable Model of Adolescent and Young Adult Program of a Tertiary Cancer Care Center","year":2022,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Alberta Health Services; Hospital for Sick Children; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Medical diagnosis; Fertility; Young adult; Family medicine; Fertility preservation; Cancer; Cohort; Pediatrics; Gerontology; Internal medicine; Population; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04978047,0.0007778595,0.0007193904,0.0008939072,0.004639331,0.008906798,0.008186594,0.002361034,0.00758653],"category_scores_gemma":[0.06547044,0.0005379777,0.001359121,0.0009730454,0.003369024,0.00639745,0.01081348,0.006475885,0.00160004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009935195,"about_ca_system_score_gemma":0.06323166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02751725,"about_ca_topic_score_gemma":0.06623697,"domain_scores_codex":[0.9758927,0.01659878,0.0006918593,0.001280154,0.003286042,0.002250524],"domain_scores_gemma":[0.9473775,0.01046019,0.002338953,0.007355378,0.007447278,0.02502077],"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":[0.0006179525,0.008216494,0.09983207,0.001647829,0.0003391331,0.002658933,0.03102135,0.004239791,0.0009166335,0.02149441,0.1223344,0.7066811],"study_design_scores_gemma":[0.00284015,0.01587513,0.2075578,0.02148809,0.0008585646,0.00444831,0.1501703,0.01897326,0.003267961,0.06894977,0.5048886,0.0006820494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3440936,0.01002026,0.06137623,0.5155695,0.007137019,0.007007108,0.001057141,0.001566363,0.05217282],"genre_scores_gemma":[0.7396427,0.007603308,0.2096671,0.02797039,0.001572816,0.005885326,0.0008702898,0.0005547515,0.0062333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04978047,"threshold_uncertainty_score":0.2632675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799065297915156,"score_gpt":0.3461082272211333,"score_spread":0.3181175742419817,"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."}}