{"id":"W4409631137","doi":"10.1158/1538-7445.am2025-4023","title":"Abstract 4023: ACCESS: Advancing childhood cancer experience, science and survivorship in Canada","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Institute for Cancer Research; Hospital for Sick Children","funders":"","keywords":"Survivorship curve; Childhood cancer; Cancer; Cancer survivorship; Medicine; Gerontology; Oncology; Internal medicine","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":[0.002687288,0.000247058,0.0004198782,0.001178102,0.0161124,0.005911032,0.001613273,0.001197188,0.01206137],"category_scores_gemma":[0.0059322,0.0002792948,0.0004386272,0.003941882,0.004215082,0.002865689,0.00621461,0.004195945,0.0007421258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1185451,"about_ca_system_score_gemma":0.3671961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934319,"about_ca_topic_score_gemma":0.997689,"domain_scores_codex":[0.9963804,0.0004028415,0.0001075628,0.0001855167,0.001547614,0.001376053],"domain_scores_gemma":[0.9832473,0.000779509,0.0003080392,0.0001761906,0.003771043,0.01171791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001459482,0.0002314107,0.04517826,0.0009872105,0.00004173673,0.001309187,0.08782605,0.0003480538,0.0006203139,0.0244338,0.644582,0.194296],"study_design_scores_gemma":[0.00004988939,0.0001379581,0.06862856,0.001116987,0.00003217251,0.0006773691,0.09989562,0.0002192439,0.0002882632,0.002522241,0.82633,0.0001016583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.274905,0.04547537,0.001144484,0.4099977,0.004853947,0.0005849606,0.007711097,0.0003408256,0.2549866],"genre_scores_gemma":[0.8013275,0.05109678,0.003765065,0.05048017,0.0006708517,0.0003405367,0.003961696,0.0002996094,0.08805776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1185451,"threshold_uncertainty_score":0.8601089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477673761480406,"score_gpt":0.4629297227909557,"score_spread":0.3781529851761517,"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."}}