{"id":"W2117203970","doi":"10.1016/j.trre.2013.12.002","title":"Malignancies: Pre and post transplantation strategies","year":2013,"lang":"en","type":"review","venue":"Transplantation Reviews","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Transplantation; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005686865,0.0006137377,0.00104375,0.001992965,0.0002202762,0.001023845,0.0004733304,0.0006803598,0.003748724],"category_scores_gemma":[0.001000841,0.0001973187,0.0004904603,0.001965702,0.000336673,0.00118366,0.0007438851,0.001322022,0.0008128165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174495,"about_ca_system_score_gemma":0.001391644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010775,"about_ca_topic_score_gemma":0.003738406,"domain_scores_codex":[0.9998149,0.00003983129,0.00004141223,0.0000292233,0.00005306372,0.00002170023],"domain_scores_gemma":[0.9995204,0.0002446195,0.00009392166,0.00001066901,0.00009238807,0.00003808552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009902313,0.00005078128,0.000493689,0.02316965,0.0001367205,0.0001671388,0.00006815945,0.0002098336,0.000759976,0.00192532,0.0287476,0.9441721],"study_design_scores_gemma":[0.00002621011,0.0001199803,0.002068744,0.01704653,0.0004286754,0.001483482,0.0001455288,0.00006605927,0.0003202228,0.001316663,0.9769552,0.00002279188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008204619,0.9990867,0.00004059076,0.0001586116,0.0001580078,0.000002175176,0.00001076201,0.000002717876,0.0004583433],"genre_scores_gemma":[0.0005562784,0.9986564,0.00008594074,0.0002200586,0.0001986459,0.000002992321,0.00001916632,7.255642e-7,0.0002597114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003748724,"threshold_uncertainty_score":0.0125407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199857813342473,"score_gpt":0.3393774530871922,"score_spread":0.2973788749537675,"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."}}