{"id":"W6906415614","doi":"10.17605/osf.io/26jyw","title":"Cancer screening in solid organ transplant recipients: participation, barriers and facilitators, and strategies to improve routine screening.","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunosuppression; Cancer; Cumulative incidence; Incidence (geometry); Organ transplantation; Disease; Transplantation; Cumulative risk; Skin cancer","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0007976644,0.0002900613,0.0005501324,0.000380746,0.0002212349,0.0003980833,0.0004385004,0.0002973286,0.0004685787],"category_scores_gemma":[0.0006758539,0.0002351355,0.00002972795,0.001456508,0.0004522906,0.0003386844,0.0002170811,0.0004350503,0.000008673502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128667,"about_ca_system_score_gemma":0.0006185645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431336,"about_ca_topic_score_gemma":0.008350467,"domain_scores_codex":[0.9976228,0.00003830709,0.0003209011,0.0008690092,0.0005109665,0.0006380554],"domain_scores_gemma":[0.9988167,0.000059235,0.0001469968,0.0003619554,0.00007389373,0.0005411907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007244757,0.00006239364,0.8173645,0.0001617946,0.0002541067,0.00007184663,0.01530655,0.0003007296,0.0004195869,0.0009523066,0.03300793,0.1313738],"study_design_scores_gemma":[0.0127507,0.002360894,0.7765152,0.03449716,0.0007612557,0.00001169219,0.04255134,0.002328082,0.0005763933,0.003118645,0.1206639,0.003864745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7371148,0.01257634,0.03649941,0.04173267,0.006405348,0.02040124,0.004274396,0.001974288,0.1390215],"genre_scores_gemma":[0.9381292,0.002112976,0.008332606,0.001946894,0.0002175182,0.000503151,0.00002439685,0.0004602449,0.04827295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010144,"threshold_uncertainty_score":0.9922504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111888150463443,"score_gpt":0.3552567796919653,"score_spread":0.3341378981873309,"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."}}