{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003596833,0.0008506767,0.0006535007,0.001270372,0.01251045,0.007132584,0.001286067,0.008511239,0.005482942],"category_scores_gemma":[0.007565707,0.0003489042,0.0006950056,0.001081433,0.007277745,0.007715985,0.005563215,0.01408058,0.0007362864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00559874,"about_ca_system_score_gemma":0.008440054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835037,"about_ca_topic_score_gemma":0.04960091,"domain_scores_codex":[0.9970077,0.001600124,0.00006683526,0.0001621179,0.0004918153,0.000671453],"domain_scores_gemma":[0.9969288,0.001414936,0.0001866686,0.00004544457,0.0003660379,0.001058198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000747631,0.0001280935,0.001956412,0.0005278233,0.00003777769,0.003582873,0.02997547,0.000254461,0.0002353384,0.1602046,0.759002,0.04402035],"study_design_scores_gemma":[0.000007877653,0.00005131103,0.001639305,0.0009821163,0.000009420138,0.001339676,0.05116483,0.00009751377,0.00008742487,0.02155791,0.9230281,0.00003451703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004830583,0.1136093,0.0004461764,0.7934477,0.04000121,0.0000228069,0.00002544017,0.00003180239,0.04758493],"genre_scores_gemma":[0.1613318,0.2044524,0.0009580458,0.5345356,0.02808541,0.00009747272,0.00005565126,0.000112592,0.07037114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01835037,"threshold_uncertainty_score":0.04062188,"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."}}