{"id":"W154803868","doi":"","title":"Specialist tissue viability services: a priority or a luxury?","year":2014,"lang":"en","type":"article","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Business; Quality (philosophy); Psychological intervention; Specialty; Public relations; Service (business); Health care; Service provider; Nursing; Harm; Nice; Population; Control (management); Marketing; Medicine; Operations management; Medical emergency; Family medicine; Engineering; Management; Psychology; Political science; Environmental health; Computer science; Economics","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":[0.02210208,0.0006642108,0.00120327,0.001897509,0.007706408,0.01591804,0.002165741,0.01503282,0.02352543],"category_scores_gemma":[0.0571886,0.0007199212,0.0008324443,0.002719953,0.014332,0.02722839,0.008601792,0.02327707,0.005678493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007880053,"about_ca_system_score_gemma":0.02122394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702167,"about_ca_topic_score_gemma":0.0154863,"domain_scores_codex":[0.9805486,0.007086287,0.001527534,0.001387893,0.006023857,0.003425886],"domain_scores_gemma":[0.931024,0.0196237,0.004263963,0.00167261,0.01208094,0.03133476],"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":[0.00013508,0.0001948178,0.00323548,0.003728514,0.00004082216,0.001285462,0.00730401,0.00008742755,0.000847826,0.08266068,0.6613858,0.2390941],"study_design_scores_gemma":[0.00008511754,0.0004231885,0.005843124,0.01180456,0.00004744341,0.004908605,0.05961024,0.0002814128,0.000271196,0.09656364,0.8199928,0.0001686754],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001696501,0.01225015,0.0005249281,0.9731286,0.008848461,0.000008695487,0.00002191,0.00002584368,0.003494963],"genre_scores_gemma":[0.1204623,0.07124193,0.005372067,0.7663333,0.0251483,0.00008092138,0.0002041704,0.0001774684,0.01097957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02352543,"threshold_uncertainty_score":0.1168884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07895986246647123,"score_gpt":0.4609341228786148,"score_spread":0.3819742604121436,"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."}}