{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004773095,0.0003111686,0.0004444036,0.0008585029,0.001747559,0.002026386,0.001226546,0.001840736,0.006343591],"category_scores_gemma":[0.01087041,0.0002097889,0.0005485101,0.001123829,0.0006913985,0.002963801,0.003840144,0.002590148,0.0005185849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162806,"about_ca_system_score_gemma":0.01577125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532816,"about_ca_topic_score_gemma":0.02141429,"domain_scores_codex":[0.9971004,0.001321536,0.0001333575,0.0001707094,0.0004674619,0.0008064209],"domain_scores_gemma":[0.9940322,0.001281404,0.0007600019,0.00006188872,0.0006192068,0.003245243],"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":[0.0002152735,0.001392865,0.2988917,0.005588191,0.0001496747,0.0008415009,0.01412839,0.0002083108,0.0006274323,0.005834619,0.112095,0.5600271],"study_design_scores_gemma":[0.00021701,0.001149539,0.62194,0.02893627,0.0005146488,0.002755561,0.09663875,0.001898172,0.0005148407,0.01470031,0.2305138,0.0002211172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.212006,0.1449804,0.002751884,0.6138894,0.002678768,0.0007330608,0.001285084,0.0001891071,0.02148616],"genre_scores_gemma":[0.8178219,0.1047261,0.006002429,0.06029531,0.002161227,0.001284228,0.00121584,0.00004798377,0.006445082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01532816,"threshold_uncertainty_score":0.03047788,"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."}}