{"id":"W4411617720","doi":"10.51847/aog7bqc","title":"10.51847/AOG7bQc","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transdermal; Medicine; Wound healing; Oxygen pressure; Anesthesia; Pharmacology; Oxygen; Chemistry; Surgery; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003603353,0.00009374597,0.0001337017,0.00006550377,0.0002522248,0.000007741212,0.0001870902,0.0000657299,0.999103],"category_scores_gemma":[0.00002902981,0.00008834468,0.00004694523,0.0001326176,0.00001101475,0.00006685415,0.0001003067,0.0001584846,0.9970282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003793625,"about_ca_system_score_gemma":0.00003145275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004205885,"about_ca_topic_score_gemma":0.000001101037,"domain_scores_codex":[0.9988937,0.0002084127,0.0002350868,0.000186328,0.0001508944,0.000325616],"domain_scores_gemma":[0.9993936,0.00005762538,0.00003582205,0.0003220658,0.00003655587,0.0001543536],"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":[0.00003553048,0.00002923607,6.297902e-7,0.00002039935,0.00001487398,0.000001819272,0.00005115461,0.00001015006,0.000007919108,0.00002647014,0.4926112,0.5071906],"study_design_scores_gemma":[0.0003473835,0.00003575797,0.0003556033,0.00003345042,0.00001829795,2.536384e-7,0.000005265033,0.00005143195,0.000001254429,0.00001674401,0.9990308,0.0001037154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001293277,0.00002636765,0.00001182826,0.001585754,0.00001327847,0.0006957324,0.000008819591,0.0002479515,0.997281],"genre_scores_gemma":[0.0002697474,6.81179e-7,0.000137615,0.001222415,0.0001545487,0.0001252386,0.00001492557,0.00001804417,0.9980568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5070869,"threshold_uncertainty_score":0.3602591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183197972852522,"score_gpt":0.3125446240629643,"score_spread":0.2907126443344391,"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."}}