{"id":"W2009295339","doi":"10.1046/j.1440-1673.2002.01060.x","title":"Management preferences following radical inguinal orchidectomy for Stage I testicular seminoma in Australasia","year":2002,"lang":"en","type":"article","venue":"Australasian Radiology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Royal Australian and New Zealand College of Radiologists","keywords":"Medicine; Seminoma; Pelvis; Stage (stratigraphy); Radiology; Abdomen; General surgery; Surgery; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087363,0.00009231297,0.0001723606,0.0003265917,0.0003620733,0.0002900054,0.0001685209,0.000265584,0.001459974],"category_scores_gemma":[0.005382385,0.0001222243,0.0001372814,0.0004083301,0.0002865714,0.0003189116,0.0002287595,0.0003012418,0.0001461052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006346086,"about_ca_system_score_gemma":0.000522428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407856,"about_ca_topic_score_gemma":0.03052538,"domain_scores_codex":[0.9992877,0.0003497512,0.00008460784,0.00004038357,0.0001331478,0.0001045191],"domain_scores_gemma":[0.9968526,0.0008089353,0.00144705,0.00003261225,0.0003177949,0.0005410737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002672404,0.0001411761,0.9493368,0.0001399148,0.00004709266,0.001147422,0.01307179,0.0001218175,0.001755306,0.00005681868,0.002121189,0.03179346],"study_design_scores_gemma":[0.00002563517,0.0006951794,0.976705,0.00007806197,0.00001974797,0.003291443,0.01613228,0.0003803064,0.000223438,0.00005686223,0.002376515,0.00001552029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986786,0.000283064,0.00003410116,0.0004221742,0.000006515773,0.000006669692,0.00003000213,0.00000183327,0.0005370768],"genre_scores_gemma":[0.9992424,0.0002389384,0.0001331781,0.0002028498,0.00000770355,0.000004754446,0.00002342574,0.000001034145,0.000145701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407856,"threshold_uncertainty_score":0.0279932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869531293628557,"score_gpt":0.2966237646705148,"score_spread":0.2679284517342292,"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."}}