{"id":"W2554036519","doi":"","title":"Clinician perspectives on medical adhesive-related skin injuries","year":2016,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Incidence (geometry); Patient education; Wound care; Intensive care medicine; Medical emergency; Nursing","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":[0.004590751,0.0003109963,0.0004860429,0.0008532364,0.003415497,0.00378606,0.0005842664,0.003425882,0.01465145],"category_scores_gemma":[0.02466829,0.0003748437,0.0005087972,0.001063157,0.002295804,0.003655547,0.003387337,0.003512755,0.002793699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933552,"about_ca_system_score_gemma":0.002480285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614812,"about_ca_topic_score_gemma":0.006259453,"domain_scores_codex":[0.9919055,0.005142052,0.0005278507,0.0002986014,0.001344129,0.0007819026],"domain_scores_gemma":[0.9723168,0.01136393,0.003982757,0.0004401799,0.004941369,0.006955026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003281683,0.0004071195,0.101893,0.003478648,0.00009048804,0.0330226,0.2035891,0.0003932468,0.00303879,0.006924435,0.4006444,0.2461901],"study_design_scores_gemma":[0.00005337316,0.0005767648,0.02779759,0.004488076,0.00004920226,0.03823154,0.3250072,0.0001518126,0.0004517067,0.003848103,0.5992209,0.0001237079],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2155928,0.06830974,0.001464988,0.608521,0.009560669,0.00007288851,0.000392927,0.0001341889,0.0959507],"genre_scores_gemma":[0.7542533,0.09177729,0.002350473,0.1311449,0.004148399,0.00007942938,0.0002104568,0.00007628683,0.01595945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01465145,"threshold_uncertainty_score":0.04901397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653997857825909,"score_gpt":0.3480390838391643,"score_spread":0.3014991052609052,"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."}}