{"id":"W2082239444","doi":"10.1002/cncr.26058","title":"Research challenges in adolescent and young adult cancer survivor research","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cancer; Quality of life (healthcare); Young adult; Population; Gerontology; Agency (philosophy); Cancer survivor; Family medicine; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004000921,0.0002131892,0.0004788947,0.0005488542,0.0001638976,0.00002687235,0.000266397,0.0002110859,0.0006292685],"category_scores_gemma":[0.0004053446,0.0001982756,0.00005843902,0.0007477654,0.0005427684,0.0001368588,0.000241311,0.001447054,0.00005615592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006315823,"about_ca_system_score_gemma":0.0006999162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07586482,"about_ca_topic_score_gemma":0.1819238,"domain_scores_codex":[0.9956514,0.0007407794,0.0004310014,0.0008005652,0.001360337,0.001015972],"domain_scores_gemma":[0.997659,0.0002156527,0.00005901529,0.0006577809,0.001000938,0.0004075996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002045129,0.0009765803,0.7923077,0.00316858,0.0001892528,0.0002058759,0.08917999,0.000001422317,0.0008529882,0.00409745,0.02637979,0.08059525],"study_design_scores_gemma":[0.002440042,0.0003370082,0.9627782,0.003123128,0.00002420499,0.00002249805,0.01644987,0.00003758196,0.002455237,0.0006950416,0.01131406,0.0003231349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898548,0.07610896,0.000002041716,0.01509604,0.0006799886,0.0009406682,0.00002862216,0.00006316715,0.01722573],"genre_scores_gemma":[0.9178616,0.07866357,0.00008553018,0.0005624276,0.0008444772,0.0005531872,0.000003023652,0.00006218783,0.001364001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704705,"threshold_uncertainty_score":0.9302891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4548417701123312,"score_gpt":0.4855770462433571,"score_spread":0.03073527613102595,"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."}}