{"id":"W4376869874","doi":"10.1126/sciadv.ade7007","title":"Breakthrough treatments for accelerated wound healing","year":2023,"lang":"en","type":"review","venue":"Science Advances","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":401,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute on Aging","keywords":"Wound healing; Medicine; Intensive care medicine; Clinical trial; Broad spectrum; Bioinformatics; Surgery; Pathology; Biology","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":[0.0006862094,0.0009759607,0.00103053,0.002292867,0.0003570518,0.001339213,0.0007759469,0.001352449,0.01066305],"category_scores_gemma":[0.0009935772,0.0002184211,0.0008630736,0.001248049,0.0005253162,0.001740463,0.0008797635,0.002937538,0.004405152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007092005,"about_ca_system_score_gemma":0.001062538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007086857,"about_ca_topic_score_gemma":0.001506646,"domain_scores_codex":[0.9996347,0.00007236486,0.00004865961,0.0000577451,0.0001477885,0.00003873235],"domain_scores_gemma":[0.9997017,0.0001294198,0.00004630619,0.00001499304,0.00008472389,0.00002279491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009044159,0.0001244538,0.00009617592,0.02682728,0.0001296423,0.0001476691,0.00008116516,0.0002159419,0.002527194,0.01598956,0.06458357,0.8891869],"study_design_scores_gemma":[0.00002365503,0.00007620218,0.0002525344,0.005808886,0.00008448611,0.0006788931,0.00003877969,0.00005339078,0.0004045194,0.003286965,0.9892796,0.00001215317],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009278647,0.9963427,0.0002595146,0.0005221716,0.0005599713,0.00001419376,0.00003374158,0.00001419882,0.002160646],"genre_scores_gemma":[0.001025625,0.9957221,0.0004703984,0.0007880896,0.0003443623,0.00002082923,0.00005743697,0.000004217537,0.001567051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01066305,"threshold_uncertainty_score":0.03567147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415798693192878,"score_gpt":0.5063221154673775,"score_spread":0.2647422461480897,"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."}}