{"id":"W4308954628","doi":"10.1111/andr.13337","title":"miRNAs for testicular germ cell tumours: Contemporary indications for diagnosis, surveillance and follow‐up","year":2022,"lang":"en","type":"review","venue":"Andrology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Biomarker; Medicine; Disease; Human chorionic gonadotropin; Testicular cancer; Germ cell; Multidisciplinary approach; Germ cell tumors; microRNA; Intensive care medicine; Bioinformatics; Pathology; Internal medicine; Cancer; Biology; Hormone; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001590844,0.0003145492,0.001358223,0.0001327725,0.000169935,0.0000142232,0.0001034458,0.0001992733,0.00007048178],"category_scores_gemma":[0.000502822,0.0002551784,0.0005090666,0.0001168629,0.0000790479,0.00002211982,0.00005885461,0.000143928,0.000007348383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005389965,"about_ca_system_score_gemma":0.0005369011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002764317,"about_ca_topic_score_gemma":0.00000674163,"domain_scores_codex":[0.9986205,0.00009800523,0.0003926106,0.0005082205,0.00009926494,0.0002813958],"domain_scores_gemma":[0.9973503,0.001709005,0.0003650482,0.0003390758,0.00005075377,0.000185847],"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":[0.0003054662,0.002144685,0.1580436,0.03858564,0.002138059,0.0005728284,0.00009046947,3.141232e-7,3.529847e-7,0.0005518984,0.0447804,0.7527862],"study_design_scores_gemma":[0.002758412,0.001048579,0.001846141,0.0004100866,0.002679467,0.000184567,0.000006322315,0.00000536978,4.357774e-7,0.0001707327,0.9906816,0.0002082487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003106223,0.9936967,0.00007236974,0.0002144637,0.0002789336,0.003706877,0.001571456,0.00004636238,0.0001021487],"genre_scores_gemma":[0.004809104,0.980636,0.0003334286,0.0002765802,0.0001388403,0.008163859,0.005233406,0.00007006731,0.0003387377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9459012,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08397912809330585,"score_gpt":0.3581105749799392,"score_spread":0.2741314468866334,"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."}}