{"id":"W2116041676","doi":"10.1053/j.seminoncol.2009.07.007","title":"The Adolescence of Young Adult Oncology","year":2009,"lang":"en","type":"article","venue":"Seminars in Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Subspecialty; Oncofertility; Medicine; Oncology; Population; Medical education; MEDLINE; Family medicine; Internal medicine; Public relations; Fertility preservation; Political science; Fertility","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309404,0.0001539156,0.0006121063,0.0001103033,0.0000701909,0.000004124107,0.0002959107,0.0002892172,0.00003308597],"category_scores_gemma":[0.001274514,0.0001211203,0.0001029809,0.0003250435,0.0003863971,0.00003988043,0.00005988633,0.0005347135,0.00002278863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005154397,"about_ca_system_score_gemma":0.0006627123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706363,"about_ca_topic_score_gemma":0.002155682,"domain_scores_codex":[0.9979176,0.0003204232,0.0007618036,0.0002967594,0.0002876155,0.0004158038],"domain_scores_gemma":[0.9981583,0.0007732534,0.0003072961,0.0004779258,0.0001673585,0.0001159196],"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":[0.003187547,0.002391695,0.1517268,0.0001525004,0.00008205463,0.0006522419,0.0158245,0.00001346475,0.008284701,0.01063439,0.04149217,0.7655579],"study_design_scores_gemma":[0.01082084,0.02117509,0.6905043,0.002215779,0.0002051824,0.002179481,0.01583965,0.0002651454,0.009848607,0.008794897,0.2374804,0.0006706379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777121,0.003092654,0.0000640302,0.06284949,0.001119936,0.0006253031,0.00000520526,0.00005811706,0.05447315],"genre_scores_gemma":[0.9880739,0.002391248,0.001994079,0.006560528,0.0002735976,0.00001836625,0.000005399283,0.00001346895,0.0006694441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7648872,"threshold_uncertainty_score":0.4939142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837018021044158,"score_gpt":0.3581560821907117,"score_spread":0.3397859019802701,"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."}}