{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002153546,0.0002370214,0.0003859752,0.0001890421,0.001991859,0.0001110962,0.0001342832,0.0003616432,0.0001414242],"category_scores_gemma":[0.0001912069,0.0002408084,0.0001300849,0.0003436786,0.0001577395,0.0001989402,0.0001086996,0.0006285881,0.00003498311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900271,"about_ca_system_score_gemma":0.000418102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003857003,"about_ca_topic_score_gemma":0.001268394,"domain_scores_codex":[0.9971927,0.0007225866,0.0004502837,0.0005428948,0.0004305803,0.0006609457],"domain_scores_gemma":[0.9983874,0.0002221341,0.0001605663,0.0003865492,0.000600656,0.0002426821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004845471,0.00006335262,0.6234162,0.002327582,0.00009629587,0.0006503617,0.2802668,0.00001562727,0.005911974,0.0003519327,0.02957159,0.0568437],"study_design_scores_gemma":[0.001142754,0.00005170707,0.6692488,0.003481695,0.0001997295,0.0000462493,0.322695,0.000004113835,0.000939806,0.0004542118,0.00138816,0.0003478192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590455,0.02318147,0.000041213,0.0005160484,0.004511422,0.0002568337,0.00001970235,0.0001742566,0.0122535],"genre_scores_gemma":[0.9962147,0.0003158599,0.0004297609,0.00007977657,0.001267402,0.00001279665,0.0001522709,0.00005489496,0.001472492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05649588,"threshold_uncertainty_score":0.9993074,"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."}}