{"id":"W4412864968","doi":"10.1016/j.hfh.2025.100108","title":"Human factors evaluation of an innovative wound care technology","year":2025,"lang":"en","type":"article","venue":"Human Factors in Healthcare","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta; Alberta Health Services","funders":"Alaska Historical Society","keywords":"Wound care; Business; Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02281727,0.0007316272,0.0003719717,0.001114442,0.001561158,0.002462118,0.001106524,0.0007263273,0.00296602],"category_scores_gemma":[0.04979288,0.0002622638,0.0006617107,0.0006495608,0.00136584,0.001521772,0.001437611,0.0006795818,0.0003368348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504204,"about_ca_system_score_gemma":0.004215778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296064,"about_ca_topic_score_gemma":0.006036863,"domain_scores_codex":[0.9740611,0.01747808,0.001203122,0.0006910278,0.005651239,0.0009155273],"domain_scores_gemma":[0.941551,0.03957088,0.001915465,0.002263507,0.01290141,0.001797788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007048568,0.01429,0.1026394,0.004233414,0.0003691598,0.001972598,0.07180368,0.007115038,0.03191064,0.005803156,0.01276164,0.7400528],"study_design_scores_gemma":[0.003397879,0.1555897,0.3063869,0.002631793,0.001662863,0.002478435,0.1624203,0.0418605,0.09478232,0.006984225,0.2210325,0.0007725089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536651,0.0004085579,0.01864727,0.001317901,0.0001252816,0.005932929,0.0002876653,0.0001733355,0.01944199],"genre_scores_gemma":[0.9343733,0.0003882754,0.05557713,0.000499433,0.00005250278,0.003300059,0.0002995288,0.00004603048,0.005463779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02281727,"threshold_uncertainty_score":0.1206707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519831435430512,"score_gpt":0.5123514206589967,"score_spread":0.3603682771159455,"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."}}