{"id":"W3009587935","doi":"10.1186/s12877-020-1467-6","title":"Developing evidence-based guidance for assessment of suspected infections in care home residents","year":2020,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Department of Health and Social Care; Health Services and Delivery Research Programme; Economic and Social Research Council; Public Health Agency; National Institute for Health and Care Research","keywords":"Medicine; Focus group; Inclusion (mineral); Evidence-based practice; Nominal group technique; Family medicine; MEDLINE; Nursing; Alternative medicine; Pathology; Psychology","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":[0.1638674,0.002266373,0.004300286,0.02173972,0.002541327,0.01197259,0.01091844,0.00904268,0.002622813],"category_scores_gemma":[0.428739,0.001777833,0.005380463,0.00806853,0.002874032,0.009435906,0.008897249,0.007437812,0.001981315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009614999,"about_ca_system_score_gemma":0.0699886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256633,"about_ca_topic_score_gemma":0.02664465,"domain_scores_codex":[0.8334967,0.09112026,0.04387971,0.004340621,0.02517541,0.001987287],"domain_scores_gemma":[0.5126702,0.2907505,0.04867267,0.01017111,0.1302168,0.007518785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003798002,0.0005941339,0.01366148,0.1668093,0.001151518,0.0009206286,0.009152099,0.00278449,0.0009979224,0.007294683,0.07230358,0.7239504],"study_design_scores_gemma":[0.0007929884,0.0008020245,0.01480841,0.7197751,0.003399521,0.001682388,0.007482807,0.004446527,0.001918835,0.01519103,0.2292942,0.000406212],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03483868,0.4615727,0.1488942,0.2742483,0.01351249,0.02715407,0.003202811,0.002137011,0.03443978],"genre_scores_gemma":[0.08616937,0.1373588,0.7467647,0.0159075,0.001582094,0.008417666,0.002023011,0.0001423384,0.001634549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1638674,"threshold_uncertainty_score":0.8666239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2587135750349246,"score_gpt":0.5084291738643643,"score_spread":0.2497155988294396,"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."}}