{"id":"W1538182554","doi":"10.25011/cim.v30i4.2811","title":"50. Health advocacy in surgical training: A Canadian survey on attitudes and experience in urology residency","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; CLARITY; Medicine; Likert scale; Medical education; Family medicine; Nursing; Scale (ratio); Urology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001413028,0.000141248,0.0001831262,0.001571176,0.001797163,0.0005417175,0.0006197719,0.0003400792,0.002930231],"category_scores_gemma":[0.003878078,0.0002440387,0.0003648239,0.002029006,0.0005809817,0.0004895299,0.0007437259,0.0006275388,0.0004473841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006443729,"about_ca_system_score_gemma":0.008752886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8809929,"about_ca_topic_score_gemma":0.9149107,"domain_scores_codex":[0.9979277,0.0002313715,0.0001356974,0.0001044666,0.001123648,0.0004771841],"domain_scores_gemma":[0.9951605,0.0003265121,0.001176095,0.00005676204,0.001743087,0.00153707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002066963,0.00009396378,0.9869556,0.00007564335,0.00001315523,0.00008958658,0.003708959,0.00003751988,0.0002646298,0.00003890486,0.002175855,0.006525372],"study_design_scores_gemma":[0.000001762714,0.00003386176,0.9953448,0.00002050497,0.00000281546,0.00004310362,0.002479378,0.00007332299,0.00003564614,0.0000044688,0.0019546,0.000005730484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891658,0.0002994294,0.0001104339,0.001030693,0.00002194944,0.0001228281,0.002532741,0.00001399469,0.006702231],"genre_scores_gemma":[0.9956584,0.0004271307,0.000299875,0.0005901252,0.0000159461,0.00006867581,0.0009561564,0.000005635427,0.001978127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8809929,"threshold_uncertainty_score":0.2394159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5181381450691201,"score_gpt":0.5652783935949731,"score_spread":0.04714024852585297,"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."}}