{"id":"W4283011936","doi":"10.1097/upj.0000000000000305.04","title":"Reply by Authors","year":2022,"lang":"en","type":"article","venue":"Urology Practice","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Library science; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004657548,0.0008887732,0.001111688,0.0009915323,0.003912682,0.005159185,0.002371231,0.02026664,0.115289],"category_scores_gemma":[0.06909321,0.0006066504,0.001445721,0.0009037529,0.002413588,0.005300648,0.0034711,0.02396109,0.08506228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003683041,"about_ca_system_score_gemma":0.007733855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403229,"about_ca_topic_score_gemma":0.005311532,"domain_scores_codex":[0.9934652,0.001257707,0.0006627169,0.0009197548,0.002597055,0.001097504],"domain_scores_gemma":[0.9733825,0.00573426,0.001312712,0.001156869,0.01513148,0.003282106],"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":[0.00001040962,0.000003055046,0.0000809012,0.00002937523,0.000002837396,0.00006551154,0.00006347931,0.000003698436,0.00001469498,0.0005805562,0.9958975,0.003248068],"study_design_scores_gemma":[0.00001110271,0.000008182161,0.0001490226,0.0001673107,0.00000696095,0.0002979808,0.0002902182,0.00001587721,0.00006192394,0.0008210869,0.9981555,0.00001484823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003211345,0.002739941,0.0002155516,0.8527766,0.1274753,0.00003512912,0.0003473938,0.0001621211,0.01592674],"genre_scores_gemma":[0.003546878,0.002307132,0.0002767528,0.8951476,0.03380075,0.0001096042,0.0002563113,0.0001477774,0.06440721],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.115289,"threshold_uncertainty_score":0.3856802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018860217553597,"score_gpt":0.3175156315863769,"score_spread":0.2973270294108409,"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."}}