{"id":"W3109583740","doi":"10.5489/cuaj.7055","title":"Dr. Edward John Hambley","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552262,0.0004316046,0.0004870786,0.001224157,0.002358235,0.002733304,0.0007369856,0.002303925,0.1403994],"category_scores_gemma":[0.0120034,0.0002751264,0.0002405676,0.0005403769,0.0008912231,0.001662511,0.001327884,0.004404527,0.06629004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002115212,"about_ca_system_score_gemma":0.004404661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02934425,"about_ca_topic_score_gemma":0.05520041,"domain_scores_codex":[0.998951,0.0001204283,0.00003825367,0.0001957769,0.0005727726,0.0001217982],"domain_scores_gemma":[0.9934355,0.0006813448,0.0001798843,0.0001347576,0.0034337,0.002134891],"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":[0.000006527133,0.00000309692,0.0001549794,0.00002028197,0.000001070259,0.00006540235,0.00003987288,0.000009738784,0.00003374287,0.0008173914,0.9804639,0.01838394],"study_design_scores_gemma":[0.000002199533,0.000004339476,0.0003171379,0.00006267217,0.000001509234,0.0003782912,0.0001667132,0.00001749424,0.00004826967,0.0004023804,0.9985937,0.000005301788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001057246,0.03735553,0.001445409,0.6901726,0.0820827,0.00006029386,0.0004327774,0.000572604,0.1868208],"genre_scores_gemma":[0.01062171,0.03104512,0.001122371,0.1200777,0.01494724,0.00004282278,0.0002247085,0.0002447665,0.8216735],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1403994,"threshold_uncertainty_score":0.4696828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09166390693352049,"score_gpt":0.34719876298539,"score_spread":0.2555348560518695,"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."}}