{"id":"W2072606968","doi":"10.1016/j.critrevonc.2007.04.014","title":"A comprehensive systematic review of testicular germ cell tumor surveillance","year":2007,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Germ cell; Germ; Medicine; Biology; Cell biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006004042,0.001474418,0.007735333,0.01014915,0.0004070344,0.001646072,0.001300548,0.001286478,0.003510706],"category_scores_gemma":[0.02010882,0.0009206618,0.005016856,0.009788427,0.0006389935,0.001535556,0.001303465,0.0008802733,0.0002817221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029509,"about_ca_system_score_gemma":0.01118942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008163087,"about_ca_topic_score_gemma":0.03139114,"domain_scores_codex":[0.9950522,0.001646682,0.002054946,0.0003916042,0.0007057883,0.0001488397],"domain_scores_gemma":[0.9859223,0.008188168,0.004081735,0.0002109526,0.001363251,0.0002335344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003056806,0.00002514437,0.00116033,0.8465809,0.01411676,0.0002007363,0.0002266555,0.0002072544,0.0003332346,0.000260972,0.006071383,0.130511],"study_design_scores_gemma":[0.0005709149,0.0005455767,0.008197893,0.7650182,0.142628,0.001005626,0.0003155211,0.0001181442,0.0004643522,0.0003888859,0.08067737,0.00006951765],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002936878,0.9989805,0.00005540704,0.0001917761,0.0000829867,0.00006982405,0.0001807895,0.000004034973,0.0001410276],"genre_scores_gemma":[0.006364477,0.9924143,0.000394718,0.0004514065,0.00007542879,0.0001126885,0.0001129267,0.000002170339,0.0000718175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01014915,"threshold_uncertainty_score":0.03175277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09061410456637124,"score_gpt":0.4592967695639524,"score_spread":0.3686826649975812,"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."}}