{"id":"W4312205928","doi":"10.12968/nrec.2022.0065","title":"The social care crisis in context","year":2022,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health","funders":"","keywords":"Social care; Context (archaeology); Psychology; Political science; Medicine; Nursing; History","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":[0.0003447577,0.00009017214,0.000173049,0.00006039352,0.006236108,0.0000197285,0.0001208807,0.0001262482,0.00005777971],"category_scores_gemma":[0.00002274538,0.00007012032,0.00004799668,0.0001096599,0.00005803918,0.00002882382,0.00007511234,0.0008251564,0.000006413193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602488,"about_ca_system_score_gemma":0.0002820624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005703316,"about_ca_topic_score_gemma":0.01702984,"domain_scores_codex":[0.9976975,0.001112974,0.000305075,0.000208969,0.0002829964,0.0003924338],"domain_scores_gemma":[0.9994572,0.0001236791,0.00009065033,0.0001341535,0.0001305183,0.0000638374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001174807,0.00001247566,0.00344739,0.0004095584,0.000008852285,0.00002030574,0.8456534,0.000002743228,0.00001251044,0.002711501,0.04708187,0.100522],"study_design_scores_gemma":[0.0004452599,0.00005620982,0.01281105,0.0001479686,0.000007639067,0.000002141995,0.9092075,0.000001975649,0.000002829064,0.0001891222,0.07705204,0.0000762377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809865,0.06938809,0.000002420187,0.03313858,0.004622545,0.0007427851,0.00006527007,0.00006789844,0.01098595],"genre_scores_gemma":[0.9981313,0.0001688791,0.000002196706,0.0003385501,0.0007247563,0.0001319039,0.00001381986,0.00001804917,0.0004704847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171449,"threshold_uncertainty_score":0.9950576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.056262474414123,"score_gpt":0.4526501217638439,"score_spread":0.3963876473497209,"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."}}