{"id":"W2478767337","doi":"10.1111/ctr.12818","title":"Incidence of melanoma in organ transplant recipients in Alberta, Canada","year":2016,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Melanoma; Organ transplantation; Intensive care medicine; Transplantation; Surgery; Cancer research","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":[0.0003614765,0.000120177,0.0004403345,0.00009187983,0.00001338537,0.000001377396,0.00009345041,0.000099916,0.00006285123],"category_scores_gemma":[0.0001647468,0.00008601291,0.00005489483,0.0002191479,0.0001032081,0.00007268787,0.000005515767,0.0001445864,0.000007619468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585948,"about_ca_system_score_gemma":0.0004016368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2566251,"about_ca_topic_score_gemma":0.9294619,"domain_scores_codex":[0.9982655,0.0001038667,0.0008738418,0.0002898663,0.0002557741,0.0002111331],"domain_scores_gemma":[0.9983717,0.001219313,0.0001103342,0.0001733429,0.00004199921,0.0000832985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009571852,0.0001060722,0.9909764,0.00009543257,0.00002299372,0.0002281943,0.000413891,0.000001745138,0.0005116442,0.00005909636,0.00003205541,0.006595282],"study_design_scores_gemma":[0.004104931,0.0002067486,0.9898392,0.001330365,0.00004534567,0.00003172261,0.00002220336,0.000007997244,0.004110002,0.00008629716,0.0001118268,0.0001033674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967,0.00006041937,0.0002100674,0.001544103,0.0003065483,0.0002596504,0.0000453929,0.000005234462,0.0008685456],"genre_scores_gemma":[0.9979497,0.001398951,0.0002312167,0.0001733339,0.00004683544,0.00001831307,0.00001773893,0.00001245402,0.000151512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6728368,"threshold_uncertainty_score":0.748325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757207017594986,"score_gpt":0.3244750792414673,"score_spread":0.2969030090655175,"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."}}