{"id":"W4225014123","doi":"10.5489/cuaj.7889","title":"Dr. Gordon Allan Duke","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Historical Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gerontology; History; Art; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000699129,0.00008348245,0.0001921141,0.0001602053,0.0006765088,0.00002956993,0.0001228332,0.00009342616,0.009845165],"category_scores_gemma":[0.002156553,0.00006612732,0.0001228427,0.0002709568,0.00002201674,0.00003049944,0.00002854212,0.001090575,0.0001974961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005069459,"about_ca_system_score_gemma":0.0009429929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257353,"about_ca_topic_score_gemma":0.000294757,"domain_scores_codex":[0.9979505,0.0002404866,0.0002131456,0.0001484623,0.0008747454,0.0005726811],"domain_scores_gemma":[0.997611,0.0001591216,0.00009542538,0.00008156651,0.0001160809,0.001936801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001404099,0.000233877,0.6498535,0.000002850872,0.000193791,0.002410976,0.0001016713,0.00001182209,0.00006694291,0.0006304035,0.3291405,0.01721319],"study_design_scores_gemma":[0.0009177526,0.0008602233,0.1612851,0.000001621037,0.00002820047,0.0003068728,0.00003430465,0.00005047992,0.000002151645,0.0006919975,0.8357624,0.00005892233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5722319,0.001202327,0.00007931773,0.34937,0.001556703,0.0005294973,0.0001260764,0.00008816456,0.07481594],"genre_scores_gemma":[0.9817716,0.00004244284,0.00006308159,0.008907791,0.0003686374,0.00002212475,0.00003370027,0.000008745783,0.008781891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066219,"threshold_uncertainty_score":0.9987499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996100993237396,"score_gpt":0.2667936826222442,"score_spread":0.2468326726898703,"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."}}