{"id":"W2317493171","doi":"10.1097/01.cot.0000428624.15680.02","title":"Prostate Cancer","year":2013,"lang":"en","type":"article","venue":"Oncology Times","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Randomized controlled trial; Genitourinary system; Radiation therapy; Cancer; Clinical trial; Test (biology); Radiation oncology; Family medicine; Gynecology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005182782,0.0000721544,0.0001683412,0.00005105626,0.0000486402,0.000009064728,0.00004043561,0.00007178342,0.009863092],"category_scores_gemma":[0.00001321725,0.00004701268,0.00003614408,0.00008773952,0.0001137809,0.00005936483,0.00002864474,0.0001211991,0.001627021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768382,"about_ca_system_score_gemma":0.000344469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002984404,"about_ca_topic_score_gemma":0.00001207079,"domain_scores_codex":[0.9994015,0.0000226,0.00008955927,0.0001432212,0.00009641759,0.0002467765],"domain_scores_gemma":[0.9996096,0.00003369251,0.00002381168,0.0001158529,0.0000976539,0.0001193855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002796206,0.000326956,0.1200135,0.00005930912,0.0002206024,0.0001443689,0.000642635,0.000001459334,0.01264362,0.0001836282,0.5849273,0.280557],"study_design_scores_gemma":[0.004523059,0.001518427,0.124411,0.00006166558,0.00009650069,0.00006208474,0.0002844524,0.000154587,0.01216105,0.0009479925,0.8556232,0.0001559759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5972021,0.004412945,0.00000197176,0.04958514,0.000238165,0.001109272,0.000008223024,0.0001059486,0.3473362],"genre_scores_gemma":[0.531442,0.001481342,0.0005617288,0.001315388,0.0001934868,0.0007195172,0.00002584437,0.00001831339,0.4642424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.280401,"threshold_uncertainty_score":0.9991503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538430364106862,"score_gpt":0.370821238426083,"score_spread":0.3454369347850144,"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."}}