{"id":"W4254035318","doi":"10.1016/j.urology.2011.11.060","title":"Reply","year":2012,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Generalizability theory; Medicine; Standardization; Selection (genetic algorithm); Limit (mathematics); Age limit; Medical physics; Statistics; Artificial intelligence; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003871893,0.0008290767,0.001179936,0.001067045,0.004295132,0.005968553,0.002050722,0.0447004,0.0218516],"category_scores_gemma":[0.04063586,0.000790995,0.001634946,0.000829234,0.002792246,0.00439729,0.003765126,0.04042918,0.01467211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399117,"about_ca_system_score_gemma":0.00486511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0046128,"about_ca_topic_score_gemma":0.006361804,"domain_scores_codex":[0.9963635,0.0007865089,0.000425071,0.000684063,0.0009505756,0.000790275],"domain_scores_gemma":[0.985818,0.00648501,0.0009618254,0.0004989728,0.004068093,0.00216816],"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":[0.0000258115,0.00000770449,0.0003123458,0.00003945723,0.00001460629,0.0002735748,0.0001127202,0.00001408377,0.00006585981,0.0009658141,0.9955868,0.002581247],"study_design_scores_gemma":[0.00004652578,0.00002239669,0.00102379,0.0001773056,0.00003639722,0.0005713947,0.0006835263,0.00004823661,0.0001536552,0.002468425,0.9947172,0.00005118201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002568596,0.001563157,0.0000615617,0.9213242,0.07475033,0.00001072311,0.00006942319,0.00002077799,0.001942981],"genre_scores_gemma":[0.001381648,0.0005762805,0.00005386374,0.9627687,0.02532171,0.00002523178,0.00002457155,0.00001397667,0.009833912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9781484,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242305622017574,"score_gpt":0.2956141189089572,"score_spread":0.2731910626887814,"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."}}