{"id":"W4230560092","doi":"10.1007/s10350-008-9215-6","title":"Self-Assessment Quiz: Answers, Critiques, and References","year":2008,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Foothills; Colorectal surgery; Phone; Surgical oncology; MEDLINE; Abdominal surgery; General surgery; Surgery; Cartography; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.003073425,0.0006997075,0.001084605,0.002205503,0.0005649636,0.0009847536,0.0005633622,0.00102045,0.07241315],"category_scores_gemma":[0.02533231,0.0001336469,0.0007528232,0.0008167147,0.0003702918,0.0009096937,0.001115639,0.001183214,0.02559667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008115882,"about_ca_system_score_gemma":0.001175061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007140699,"about_ca_topic_score_gemma":0.001581085,"domain_scores_codex":[0.9972916,0.001004328,0.0003177857,0.00009095522,0.001100306,0.0001950253],"domain_scores_gemma":[0.9842178,0.006197188,0.001096662,0.0004307095,0.006728181,0.001329565],"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":[0.0002698885,0.001092388,0.006258233,0.0007034204,0.00002874248,0.0001751655,0.0007250832,0.0002246218,0.0004733002,0.0009142217,0.7873321,0.2018028],"study_design_scores_gemma":[0.0006124456,0.001222709,0.06999075,0.002808089,0.0001194702,0.002009687,0.007027575,0.002114162,0.002293818,0.009721556,0.9018296,0.0002500797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2895339,0.009890296,0.02383818,0.07973316,0.02413434,0.0119128,0.02920992,0.008835447,0.5229119],"genre_scores_gemma":[0.4287754,0.01449525,0.08603781,0.03227104,0.006767871,0.01870396,0.02120435,0.001683501,0.3900608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07241315,"threshold_uncertainty_score":0.2422461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294787660258971,"score_gpt":0.2842670594104486,"score_spread":0.2713191828078589,"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."}}