{"id":"W2908088272","doi":"10.1111/ajt.15224","title":"Skin cancer screening after solid organ transplantation: Survey of practices in Canada","year":2019,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Organ transplantation; Solid organ; Transplantation; Skin cancer; Cancer; Family medicine; Intensive care medicine; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002440146,0.0000993491,0.0003614551,0.0001542233,0.00001334994,0.00000552133,0.00006527489,0.00002596747,0.0001634115],"category_scores_gemma":[0.00002057005,0.00008009968,0.00005543892,0.0003374504,0.00004311851,0.0001867895,0.000001421626,0.000190834,0.000001242953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000902628,"about_ca_system_score_gemma":0.001371684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7879484,"about_ca_topic_score_gemma":0.6682435,"domain_scores_codex":[0.9987597,0.0001305593,0.0004999653,0.0001002481,0.0003504757,0.0001590335],"domain_scores_gemma":[0.9986116,0.0001967617,0.0008399229,0.00007140506,0.0001711764,0.0001091274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005501808,0.00006383727,0.9778952,0.0002044795,0.0001636059,0.0003625447,0.0009939141,0.0009060359,0.002420474,7.882715e-7,0.00001338057,0.01147394],"study_design_scores_gemma":[0.001810117,0.0003066915,0.9898136,0.0007292156,0.0003375745,0.0002876191,0.0005795138,0.0001361911,0.005894414,9.28257e-7,0.00001579078,0.00008835067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980788,0.0009728699,0.0002596332,0.0002333266,0.0001343153,0.0001035899,0.0001379407,0.000002292232,0.00007724628],"genre_scores_gemma":[0.9955406,0.003869251,0.0003124551,0.0001803953,0.00003140341,0.000002217721,0.00003658979,0.00001299058,0.00001406983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197049,"threshold_uncertainty_score":0.3378102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425943844918005,"score_gpt":0.3006267639673601,"score_spread":0.2863673255181801,"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."}}