{"id":"W4237681772","doi":"10.5489/cuaj.551","title":"Putting a face to a name: Introducing CUA Staff","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Face (sociological concept); Computer science; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02278719,0.0009412671,0.000602169,0.002257859,0.03424681,0.01729732,0.005090947,0.01437478,0.03485984],"category_scores_gemma":[0.05250526,0.001392886,0.0009246719,0.001672037,0.01062582,0.01689216,0.01579266,0.02329853,0.01012994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01968722,"about_ca_system_score_gemma":0.08306815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05648875,"about_ca_topic_score_gemma":0.2018785,"domain_scores_codex":[0.9685065,0.01178241,0.001139521,0.001850522,0.009309913,0.007411151],"domain_scores_gemma":[0.8465211,0.008310921,0.003585459,0.002125599,0.03416203,0.1052949],"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":[0.00006131834,0.0003498757,0.002805188,0.0002113463,0.00001235837,0.000865693,0.02363629,0.000079542,0.0006843291,0.007968307,0.8749571,0.08836852],"study_design_scores_gemma":[0.00002353821,0.0001323261,0.001867047,0.0005321871,0.00001246857,0.0008947215,0.0610535,0.0001982206,0.0002539478,0.005667869,0.9292513,0.0001128701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0137057,0.004597145,0.01312786,0.836597,0.0672004,0.0003666741,0.00006046343,0.001703468,0.06264131],"genre_scores_gemma":[0.2193981,0.007995683,0.06270797,0.4977215,0.02181427,0.0007597832,0.0001824243,0.001975896,0.1874443],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05648875,"threshold_uncertainty_score":0.1428415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051371416530589,"score_gpt":0.370176242961779,"score_spread":0.3196625287964731,"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."}}