{"id":"W2888675714","doi":"10.15562/gnc.61","title":"Classification of Wounds: Know before Research and Clinical Practice","year":2018,"lang":"en","type":"article","venue":"Journal of Genes and Cells","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wound treatment; Damages; Medicine; Intensive care medicine; Wound healing; Clinical Practice; Surgery; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007600404,0.001056755,0.001612431,0.006134042,0.002409041,0.006906159,0.002414221,0.002551297,0.009156812],"category_scores_gemma":[0.02447699,0.0004295529,0.0008801642,0.003959439,0.006821105,0.009947768,0.00310302,0.006630552,0.006556415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003248668,"about_ca_system_score_gemma":0.00554972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524669,"about_ca_topic_score_gemma":0.004718817,"domain_scores_codex":[0.994077,0.001702538,0.001251505,0.0005743394,0.002036018,0.0003585873],"domain_scores_gemma":[0.98276,0.003257729,0.001772096,0.001845786,0.00852563,0.001838754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002155675,0.0001511148,0.01039473,0.002527293,0.00006852404,0.0005102996,0.001591031,0.0003073761,0.001348457,0.05823802,0.2418129,0.6828347],"study_design_scores_gemma":[0.00002943773,0.000197004,0.01051524,0.008339231,0.00006837301,0.00483584,0.004553176,0.0007182845,0.0006094392,0.09533968,0.8746811,0.0001132789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01455232,0.3957101,0.08128253,0.3454168,0.05252071,0.001038668,0.002930762,0.001178701,0.1053695],"genre_scores_gemma":[0.1857525,0.45282,0.2049416,0.06401806,0.04106653,0.001365738,0.006349682,0.001044919,0.04264099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009156812,"threshold_uncertainty_score":0.04019529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353352552070836,"score_gpt":0.4834920292762248,"score_spread":0.3481567740691413,"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."}}