{"id":"W2109345999","doi":"10.1016/j.diabres.2015.08.003","title":"YouTube as a source of useful information on diabetes foot care","year":2015,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Foot (prosody); Diabetes mellitus; Foot care; Diabetic foot; Variety (cybernetics); Family medicine; Artificial intelligence; Endocrinology; Computer science","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":[0.0009292176,0.0004118251,0.0003891814,0.003990314,0.001246587,0.002353563,0.0004607238,0.001270844,0.06022628],"category_scores_gemma":[0.01081501,0.0001685396,0.0002024911,0.003603476,0.0002008452,0.003513296,0.002075571,0.0009946565,0.01431892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008795869,"about_ca_system_score_gemma":0.001205995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600069,"about_ca_topic_score_gemma":0.05890248,"domain_scores_codex":[0.9993234,0.0002585076,0.0000476597,0.00003506847,0.0002304425,0.0001050661],"domain_scores_gemma":[0.9924181,0.004242249,0.0005262091,0.0001654614,0.001365673,0.001282335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002171091,0.0001382422,0.005986304,0.001146844,0.00002851787,0.0006811572,0.002249122,0.0001183113,0.0002809515,0.001082475,0.8768441,0.1112268],"study_design_scores_gemma":[0.000174496,0.0002485164,0.03522127,0.003119058,0.00009385027,0.0006824273,0.01425225,0.002284057,0.0006249639,0.002360004,0.9408257,0.00011339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.150498,0.02190742,0.003509239,0.06387074,0.007935994,0.001465234,0.1546266,0.004089448,0.5920975],"genre_scores_gemma":[0.5415838,0.02783674,0.02208669,0.01852836,0.00655627,0.001764377,0.113597,0.002130636,0.2659162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06022628,"threshold_uncertainty_score":0.201477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184861038652461,"score_gpt":0.4703692044129151,"score_spread":0.3518831005476691,"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."}}