{"id":"W2408937216","doi":"","title":"Compliance and outcome of patients with stage 1 non-seminomatous germ cell tumors (NSGCT) managed with surveillance programs in seven Canadian centres.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation","funders":"","keywords":"Medicine; Lymphovascular invasion; Univariate analysis; Stage (stratigraphy); Retrospective cohort study; Surgery; Internal medicine; Cancer; Multivariate analysis; Metastasis","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":[0.00006111167,0.0001666174,0.0003093636,0.00009081761,0.00003032447,0.00001541196,0.00006010534,0.00003025931,0.000005777482],"category_scores_gemma":[0.00001351839,0.0001191158,0.00002486519,0.0001763079,0.00006888009,0.00005534366,0.00001601776,0.00007441336,0.000002902393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654614,"about_ca_system_score_gemma":0.00007430044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01217072,"about_ca_topic_score_gemma":0.07793643,"domain_scores_codex":[0.9988706,0.0000177218,0.0002044377,0.0002540183,0.0002094376,0.0004438565],"domain_scores_gemma":[0.9991494,0.00001736119,0.0001211573,0.0002344982,0.00005481915,0.0004228018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654745,0.000403319,0.9699374,0.0002175804,0.00004146215,0.0001874562,0.00007754355,0.00001553714,1.20484e-7,0.000001699359,0.00001082138,0.02894162],"study_design_scores_gemma":[0.004426077,0.00009744976,0.9948357,0.0000702301,0.00004158965,0.000004780182,0.0000399207,0.00005150097,0.00001088137,6.338938e-7,0.0002896283,0.0001316001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970211,0.000234823,0.000002395926,0.0001226052,0.0000111897,0.00181714,0.00008410624,0.00002242093,0.0006842323],"genre_scores_gemma":[0.9986854,0.00000531778,0.0003173541,0.00008943821,0.000009754461,0.0002776225,0.0001021343,0.00002482684,0.0004881939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06576571,"threshold_uncertainty_score":0.9944073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774720311119823,"score_gpt":0.2080109615825082,"score_spread":0.1902637584713099,"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."}}