{"id":"W1768633899","doi":"10.1177/1071100712460229","title":"Role of Patient Information Handouts Following Operative Treatment of Ankle Fractures","year":2013,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Ankle; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002337569,0.0001261966,0.0002492694,0.0001689938,0.0001857302,0.00002273792,0.000164102,0.0001122999,0.003270257],"category_scores_gemma":[0.0002122533,0.00009419961,0.000115509,0.0001064069,0.00003099588,0.002275266,0.0000611287,0.000133604,0.0002740821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080378,"about_ca_system_score_gemma":0.000213941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133552,"about_ca_topic_score_gemma":0.0000380997,"domain_scores_codex":[0.997667,0.0001309585,0.001515799,0.0001038694,0.0003757626,0.0002066771],"domain_scores_gemma":[0.9979952,0.0002082513,0.0007914223,0.000191632,0.0007269986,0.00008648173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000395009,0.00080977,0.5421172,0.0002509475,0.0003086731,4.503698e-7,0.1248745,0.0003637557,0.001640257,0.006886584,0.004712148,0.3176407],"study_design_scores_gemma":[0.004299947,0.001033049,0.6294065,0.0004686718,0.0000285111,0.000001029099,0.01567062,0.01380748,0.01584498,0.003823161,0.3152796,0.0003364779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716576,0.00007673989,0.000468628,0.0003936205,0.0007599248,0.00107362,0.0001259922,0.00003299569,0.02541093],"genre_scores_gemma":[0.9972292,0.00001825484,0.00114324,0.0007529138,0.00008598065,0.0002709668,0.0002941136,0.000005403968,0.0001999899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3173042,"threshold_uncertainty_score":0.9976409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993125162808752,"score_gpt":0.4133778179891445,"score_spread":0.393446566361057,"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."}}