{"id":"W3209317516","doi":"10.12968/nrec.2021.23.10.2","title":"Increasing wellbeing among care home residents","year":2021,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Download; Nursing homes; Health care; Nursing; Medicine; Psychology; World Wide Web; Political science; Computer science; Law","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":[0.0003024819,0.0002114188,0.000220477,0.0006143402,0.0009821885,0.0006964105,0.0002947839,0.0005246136,0.002546779],"category_scores_gemma":[0.002343146,0.0001310463,0.0003679687,0.0006568534,0.0003181154,0.000577196,0.0008970692,0.0006708797,0.0002070393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004667453,"about_ca_system_score_gemma":0.000585413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757226,"about_ca_topic_score_gemma":0.04233313,"domain_scores_codex":[0.9997744,0.00005701596,0.00001945191,0.00002485314,0.00004393307,0.00008038745],"domain_scores_gemma":[0.9990768,0.00008490997,0.0002812316,0.00002515594,0.0002161831,0.0003156693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255257,0.000217587,0.9853653,0.00004828172,0.00004738423,0.0001943202,0.001159154,0.00001885384,0.0002908655,0.0000476936,0.0006132206,0.01187184],"study_design_scores_gemma":[0.00000211199,0.00007426023,0.9978743,0.00001478316,0.00001461774,0.00006055247,0.001629934,0.00001727367,0.00002732186,0.00003953843,0.0002429367,0.00000253498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971306,0.0003359631,0.00002446453,0.0002926863,0.00002093398,0.000006169247,0.0001124721,0.000002917032,0.002073881],"genre_scores_gemma":[0.9990101,0.0002247746,0.00004903136,0.00008433875,0.00001942996,0.000004600813,0.0001114599,0.000001052256,0.0004952091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757226,"threshold_uncertainty_score":0.03493994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576115122919798,"score_gpt":0.352590849012703,"score_spread":0.3368296977835051,"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."}}