{"id":"W2339568869","doi":"10.2215/cjn.01280216","title":"American Society of Nephrology Quiz and Questionnaire 2015: ESRD/RRT","year":2016,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Nephrology; Session (web analytics); Medical education; Audience response; Internal medicine; Dialysis; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006134643,0.0003271152,0.0005521457,0.001583781,0.0008066053,0.001084215,0.0004407571,0.0009249287,0.04193796],"category_scores_gemma":[0.0255495,0.0001769925,0.0004574872,0.001058468,0.0004139876,0.0008621912,0.001608701,0.00120464,0.01401636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541806,"about_ca_system_score_gemma":0.002649374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625036,"about_ca_topic_score_gemma":0.002727769,"domain_scores_codex":[0.9961756,0.001408983,0.0007445071,0.0001487718,0.001110222,0.0004118842],"domain_scores_gemma":[0.9823775,0.005059486,0.001222267,0.0004541029,0.008651816,0.002234742],"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":[0.0003910259,0.001105744,0.02838549,0.0007072507,0.00002812252,0.0001582628,0.001498178,0.0003278357,0.001026106,0.001566433,0.8053648,0.1594407],"study_design_scores_gemma":[0.0001849634,0.0007762845,0.2575303,0.0005780394,0.00002171742,0.0005454885,0.002540427,0.000777741,0.0009302268,0.002193475,0.7338066,0.0001147972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.420344,0.002681063,0.02159946,0.06678025,0.01510047,0.03282676,0.08397743,0.004930399,0.3517602],"genre_scores_gemma":[0.6840807,0.006643502,0.04775898,0.0312581,0.002781443,0.05452799,0.05195202,0.0008451667,0.1201522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04193796,"threshold_uncertainty_score":0.1402964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0541007537281127,"score_gpt":0.4203947362568639,"score_spread":0.3662939825287512,"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."}}