{"id":"W1836671654","doi":"10.5489/cuaj.438","title":"Health advocacy training in urology: a Canadian survey on","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mentorship; Medicine; Likert scale; Medical education; Nursing; Family medicine; Descriptive statistics; Urology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004397544,0.0001840977,0.0004464272,0.0006052323,0.001482365,0.00004669064,0.0002437304,0.000492989,0.002391968],"category_scores_gemma":[0.00270749,0.0001602483,0.00007162263,0.0004170594,0.00002410192,0.0001140227,0.00001299949,0.003025597,0.001183051],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006151226,"about_ca_system_score_gemma":0.0153878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8696753,"about_ca_topic_score_gemma":0.975207,"domain_scores_codex":[0.9935813,0.002964972,0.0008216252,0.0002806455,0.0002730373,0.00207845],"domain_scores_gemma":[0.9957098,0.0008973235,0.000460077,0.0001372055,0.0002283803,0.002567232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001070178,0.00001613445,0.8853547,0.000003665491,0.000009022103,0.00001636569,0.002497516,0.00002958932,3.358381e-7,0.0005248341,0.1054066,0.006130565],"study_design_scores_gemma":[0.0006945308,0.0001659893,0.9282289,0.00003728511,0.00000181437,0.000006675196,0.0007862401,0.00008204644,1.58854e-8,0.001476133,0.06838947,0.0001309528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223293,0.0001261532,0.00000619384,0.2687246,0.001264597,0.0007467162,0.0001102898,0.00003091546,0.006661164],"genre_scores_gemma":[0.8645194,0.00006830928,0.00001971062,0.1342503,0.0006206539,0.000007689597,0.00006003992,0.00001711997,0.0004367911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14219,"threshold_uncertainty_score":0.9998176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06362007782099027,"score_gpt":0.3485093839738082,"score_spread":0.2848893061528179,"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."}}