{"id":"W2076425341","doi":"10.1038/ncponc0383","title":"Are carboplatin and radiotherapy equally effective for the adjuvant treatment of stage I seminoma?","year":2006,"lang":"en","type":"article","venue":"Nature Clinical Practice Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Carboplatin; Seminoma; Stage (stratigraphy); Radiation therapy; Medicine; Adjuvant; Oncology; Adjuvant radiotherapy; Internal medicine; Cisplatin; Chemotherapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004400065,0.0001643934,0.0006130443,0.00003001754,0.00007540282,0.000007765566,0.00004776985,0.0004427747,0.00001721741],"category_scores_gemma":[0.004077653,0.00009245823,0.0002236794,0.00007293722,0.000193202,0.00004889355,0.00001477325,0.000314125,0.000001615509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791657,"about_ca_system_score_gemma":0.0002019388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327833,"about_ca_topic_score_gemma":0.00009328328,"domain_scores_codex":[0.9986638,0.0002735746,0.0004238097,0.0003212868,0.0001422256,0.0001753],"domain_scores_gemma":[0.9822681,0.01645318,0.0007008874,0.000278088,0.0001979715,0.0001017904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008982975,0.007743909,0.1257661,0.0001060677,0.001758178,0.000686847,0.00009488971,0.00001897434,0.0002653192,0.001535224,0.001657685,0.8513839],"study_design_scores_gemma":[0.01187475,0.01009366,0.8446996,0.00003219904,0.002230139,0.0001094787,0.0002045603,0.0003802121,0.00008850644,0.0001395591,0.1300574,0.00008990944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4288909,0.5454102,0.0006604343,0.01718304,0.0008524922,0.004821707,0.0001647314,0.00005725304,0.00195928],"genre_scores_gemma":[0.9901007,0.001043832,0.005973677,0.001730718,0.0005600992,0.0001639827,0.00002686604,0.0000225384,0.0003775875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8512939,"threshold_uncertainty_score":0.4881627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585032015766051,"score_gpt":0.4686726596320805,"score_spread":0.4328223394744201,"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."}}