{"id":"W2811498020","doi":"10.2217/fon-2017-0670","title":"Clinical Features and Psychological Aspects of the Decision-Making Process in Stage I Testicular Germ Cell Tumors","year":2018,"lang":"en","type":"review","venue":"Future Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Germ cell tumors; Orchiectomy; Stage (stratigraphy); Multidisciplinary approach; Clinical decision making; Intensive care medicine; Clinical trial; Pathology; Surgery; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003328849,0.0003733169,0.002034228,0.0001156014,0.00005218622,0.000009935641,0.0002579951,0.000823854,0.00007831348],"category_scores_gemma":[0.001225049,0.0001850302,0.0004969345,0.0003543473,0.0003322829,0.00001740824,0.0001441391,0.0007791325,0.00001291732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167069,"about_ca_system_score_gemma":0.0007204414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000272876,"about_ca_topic_score_gemma":0.00002142032,"domain_scores_codex":[0.9976093,0.0003749813,0.0008175949,0.0006513621,0.0002594552,0.0002872858],"domain_scores_gemma":[0.9973444,0.00108514,0.000747999,0.000568175,0.0000937692,0.0001604776],"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":[0.0001834367,0.002659864,0.0103989,0.008907221,0.0001784118,0.00245414,0.00005690061,3.018574e-7,1.191746e-7,0.0002091009,0.0008664671,0.9740852],"study_design_scores_gemma":[0.003537871,0.004154172,0.1901402,0.03152678,0.003864677,0.002551913,0.000113993,0.000003113483,5.001046e-7,0.001138617,0.7625247,0.0004434506],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01616473,0.9793079,0.000002755991,0.00006630277,0.0006512957,0.001327039,0.00003923809,0.00002204214,0.002418642],"genre_scores_gemma":[0.0450722,0.9521806,0.001276145,0.0002519113,0.0009868479,0.00008316345,0.00002606346,0.00004912028,0.00007394978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9736417,"threshold_uncertainty_score":0.7545311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289194578779444,"score_gpt":0.4668925713566364,"score_spread":0.4140006255688419,"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."}}