{"id":"W4245621921","doi":"10.1097/01.asw.0000431045.23609.03","title":"EDUCATIONAL RESOURCES","year":2013,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006849356,0.00006095212,0.00007592682,0.00004144054,0.0005033762,0.00006503159,0.000132636,0.0000398985,0.000770394],"category_scores_gemma":[0.00007255409,0.00005306694,0.00003614209,0.0002522596,0.0002683306,0.0004621127,0.00003023331,0.0000727486,0.00009346303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336493,"about_ca_system_score_gemma":0.000075535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965611,"about_ca_topic_score_gemma":0.01794253,"domain_scores_codex":[0.9992625,0.00005091677,0.0001122198,0.0001452579,0.00022631,0.00020281],"domain_scores_gemma":[0.9995657,0.0001254266,0.00003558622,0.0000970309,0.0001277278,0.00004858744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009931906,0.0001264829,0.1167691,0.00007680422,0.00002220465,0.000005294791,0.3803506,0.001233213,0.00001134671,0.2902224,0.01515074,0.1960218],"study_design_scores_gemma":[0.00007284177,0.000008380914,0.02763517,0.00001441637,0.00000226382,3.563701e-7,0.06665958,0.000002775462,0.000002165553,0.01163071,0.8938863,0.00008506828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2925056,0.02480679,0.00001187783,0.007521903,0.0009882186,0.0003820054,0.000006657686,0.00003404486,0.6737429],"genre_scores_gemma":[0.9937981,0.0007035303,0.0003454172,0.0001546057,0.0005693168,0.00009025469,0.000006024691,0.000004904582,0.004327803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8787355,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005572732467243704,"score_gpt":0.305749626924,"score_spread":0.3001768944567563,"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."}}