{"id":"W4283158002","doi":"10.1097/01.asw.0000831064.06943.86","title":"ABCDEFGHI Systematic Approach to Wound Assessment and Management","year":2022,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Medicine; Wound care; Referral; Competence (human resources); Continuing education; MEDLINE; Nurse practitioners; Nursing; Intensive care medicine; Health care; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.0002525702,0.0001947016,0.0004243145,0.0001927184,0.0002549544,0.00003829167,0.0001180557,0.00003052293,0.00002316092],"category_scores_gemma":[0.000005799874,0.000171396,0.00005523708,0.0003233857,0.0000308615,0.00008637795,0.0001702382,0.0002190545,0.000008676649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008836087,"about_ca_system_score_gemma":0.00004863913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003361512,"about_ca_topic_score_gemma":0.00004156851,"domain_scores_codex":[0.9982834,0.0001057779,0.0003306217,0.0004506407,0.0005244727,0.0003050241],"domain_scores_gemma":[0.9993035,0.00005763365,0.0000736282,0.0004033155,0.00003577819,0.0001262019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001272822,0.008016457,0.4177643,0.3177128,0.00229513,0.002945131,0.06381179,0.02907646,0.00003269513,0.09330849,0.001698446,0.06206548],"study_design_scores_gemma":[0.02610141,0.006753569,0.3082834,0.01465528,0.003446687,0.001878203,0.3987305,0.001375131,0.00004809585,0.007734372,0.2280049,0.002988433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6709337,0.05506881,0.001371631,0.0005859599,0.001297356,0.009552845,0.00006400841,0.0001965603,0.2609292],"genre_scores_gemma":[0.9874916,0.000526538,0.008365461,0.0004571363,0.00004635779,0.00185472,0.00007433398,0.00002701809,0.001156821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349187,"threshold_uncertainty_score":0.6989326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371792252777871,"score_gpt":0.3331665412524669,"score_spread":0.3194486187246882,"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."}}