{"id":"W3136436347","doi":"10.1093/jncics/pkab027","title":"Barriers and Facilitators to Adolescent and Young Adult Cancer Trial Enrollment: NCORP Site Perspectives","year":2021,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; MEDLINE; Family medicine; Young adult; Gerontology","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":[0.0002767631,0.0004009176,0.0007606274,0.0001557725,0.0002163862,0.00009886103,0.0001011482,0.000137107,0.0009045708],"category_scores_gemma":[0.0003578803,0.0003987078,0.0001587482,0.000440793,0.0001839941,0.0001530373,0.0001645518,0.0004187479,0.00001575874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227256,"about_ca_system_score_gemma":0.0009226082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01156773,"about_ca_topic_score_gemma":0.02356032,"domain_scores_codex":[0.9970099,0.0001389563,0.0004942238,0.001038758,0.0006958638,0.0006223099],"domain_scores_gemma":[0.998148,0.00005785918,0.0001350228,0.0004899735,0.0002074571,0.0009617227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03390351,0.0004100669,0.8258448,0.001199272,0.001289941,0.000320533,0.09511264,0.00003191557,0.003636391,0.001895109,0.02756662,0.008789225],"study_design_scores_gemma":[0.1131354,0.002867071,0.7538906,0.00274174,0.00111614,0.0003015767,0.06209418,0.0001880686,0.01870876,0.0006301845,0.04185281,0.00247345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940964,0.01565211,0.00006302,0.03954144,0.001633237,0.001017194,0.0003107289,0.0001090586,0.000709141],"genre_scores_gemma":[0.9846799,0.005097755,0.0002049313,0.006079589,0.001766801,0.0002470261,0.00001013272,0.0000604869,0.001853399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07923193,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394839602020132,"score_gpt":0.3098830077334273,"score_spread":0.295934611713226,"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."}}