{"id":"W1974130031","doi":"10.1089/jayao.2011.1500","title":"Trailblazers in Adolescent and Young Adult Oncology","year":2011,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Young adult; Oncology; Clinical Oncology; Internal medicine; Pediatrics; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001211986,0.0003583239,0.001351625,0.0004770539,0.00008815266,0.00002114125,0.00020856,0.0004790888,0.0000573623],"category_scores_gemma":[0.0004987892,0.0003203031,0.0002130502,0.0002346417,0.0004145168,0.0002202971,0.000103175,0.001380601,0.000009219612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299656,"about_ca_system_score_gemma":0.0006708483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000859679,"about_ca_topic_score_gemma":0.005424438,"domain_scores_codex":[0.9965503,0.0004330783,0.001494739,0.0004295747,0.0004891475,0.0006031824],"domain_scores_gemma":[0.99753,0.0001170983,0.0008947176,0.0002512255,0.0005874058,0.0006195164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007751937,0.003690054,0.8729188,0.0007991666,0.0003001874,0.001996145,0.02819396,9.566636e-7,0.001745764,0.0005467439,0.007800131,0.07425608],"study_design_scores_gemma":[0.01520708,0.006095282,0.95173,0.001868714,0.0003928457,0.00748402,0.009565488,0.0000498016,0.0005055002,0.0002817618,0.006407627,0.0004119276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982614,0.002216034,0.0001451655,0.009201305,0.002002839,0.0004975462,0.000007280482,0.00002919553,0.003286598],"genre_scores_gemma":[0.9855901,0.005933757,0.001627069,0.005776389,0.0008665911,0.000006563856,0.000003988167,0.00004318238,0.0001523719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07881109,"threshold_uncertainty_score":0.9999249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590603526948543,"score_gpt":0.3315439139744357,"score_spread":0.2856378787049503,"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."}}