{"id":"W1980505648","doi":"10.1016/j.juro.2008.09.022","title":"Manuscript Publication by Urology Residents and Predictive Factors","year":2008,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Accreditation; Guideline; Family medicine; Urology; Medical education; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01852453,0.0005031768,0.0004721678,0.003078927,0.001304921,0.003027671,0.001312694,0.0007180164,0.008860603],"category_scores_gemma":[0.1808681,0.0003251716,0.000612465,0.003595459,0.001103555,0.001555743,0.001466956,0.001287415,0.00233411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007603702,"about_ca_system_score_gemma":0.003684692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006179597,"about_ca_topic_score_gemma":0.0006129137,"domain_scores_codex":[0.9807041,0.007827022,0.003716256,0.0008258665,0.006068771,0.0008580363],"domain_scores_gemma":[0.6560172,0.1535151,0.118386,0.009657054,0.03894375,0.02348088],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003633977,0.0003275181,0.962806,0.000445409,0.00009578146,0.0003246036,0.001048387,0.0002309649,0.0004568262,0.0001106708,0.003675904,0.03011451],"study_design_scores_gemma":[0.00005860426,0.001471796,0.974392,0.0006502295,0.0001449488,0.004857528,0.004364842,0.001404415,0.001721359,0.0005887017,0.01027165,0.0000739884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805926,0.006090519,0.002321338,0.00291145,0.0005860549,0.0002744645,0.0008343234,0.0001901343,0.006199072],"genre_scores_gemma":[0.9928259,0.00198168,0.002800312,0.0002099142,0.0004260188,0.00009924375,0.0003751741,0.00005434464,0.001227435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9814755,"threshold_uncertainty_score":0.09796822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09952332049421964,"score_gpt":0.3704782208287316,"score_spread":0.2709549003345119,"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."}}