{"id":"W4388731398","doi":"10.1038/s41572-023-00474-x","title":"Scars","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Scars; Keloid; Medicine; Dermis; Wound healing; Extracellular matrix; Dermatology; Hypertrophic scar; Fibrosis; Pathological; Pathology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004300318,0.0006796885,0.003710415,0.0004080452,0.0001001221,0.00004042823,0.0003545212,0.0008437405,0.0002822048],"category_scores_gemma":[0.0005236044,0.0003658974,0.002352541,0.001044249,0.0001202371,0.00004342056,0.0001730921,0.001852301,0.005672253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607288,"about_ca_system_score_gemma":0.001105889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000205674,"about_ca_topic_score_gemma":2.452966e-7,"domain_scores_codex":[0.9967868,0.0003648399,0.0008498891,0.0007999975,0.000623577,0.0005748987],"domain_scores_gemma":[0.9973925,0.0001500367,0.0003387157,0.001105454,0.00007718558,0.0009361005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001115519,0.0001156056,0.000008334266,0.09485518,0.0005123686,0.0008901352,0.000001699291,3.998204e-9,9.605309e-9,0.00008063333,0.04868699,0.8548379],"study_design_scores_gemma":[0.0002515565,0.00002219517,0.00002817061,0.05499905,0.005767005,0.0001429518,0.000001600408,3.979245e-7,3.609487e-8,0.0000161781,0.9384801,0.0002906927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.114253e-7,0.9908261,6.576045e-7,0.0002110069,0.0004540897,0.004882935,0.0001032919,0.0002100209,0.003311634],"genre_scores_gemma":[1.855995e-7,0.9844543,0.0001750927,0.0002597673,0.0002563382,0.0006738967,0.0009726498,0.00013176,0.01307602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8897932,"threshold_uncertainty_score":0.9998793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702283577443745,"score_gpt":0.5092823375020522,"score_spread":0.3390539797576777,"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."}}