{"id":"W2947455169","doi":"10.7748/ldp.3.2.13.s12","title":"Striking a balance","year":2000,"lang":"en","type":"article","venue":"Learning Disability Practice","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Balance (ability); Social care; Social security; Health care; Quality (philosophy); Business; Law and economics; Sociology; Nursing; Political science; Medicine; Law; Epistemology; Philosophy; Physical medicine and rehabilitation","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":[0.03088315,0.0007088684,0.00147793,0.001263193,0.01454662,0.01794022,0.003233423,0.03004102,0.0125275],"category_scores_gemma":[0.08267295,0.000647668,0.0009248697,0.000889248,0.02298092,0.01963424,0.007457389,0.04638649,0.003359363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008790502,"about_ca_system_score_gemma":0.01939312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02551682,"about_ca_topic_score_gemma":0.03506551,"domain_scores_codex":[0.9748224,0.008805983,0.0008168783,0.003717212,0.008462201,0.003375372],"domain_scores_gemma":[0.9687487,0.01633738,0.0007891057,0.001380758,0.0073721,0.005371947],"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":[0.00005613966,0.00006601319,0.0004097956,0.00004264759,0.00002380311,0.0001133092,0.002340615,0.0002066177,0.0001705276,0.4757831,0.5062316,0.01455579],"study_design_scores_gemma":[0.00005633864,0.00005084057,0.0005633523,0.0003938285,0.00001823572,0.00009265801,0.007151758,0.000384684,0.0002157326,0.2175974,0.7734053,0.00006988013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001171395,0.001371059,0.001062724,0.9640318,0.009575727,0.00001101833,0.00001287902,0.00001648457,0.02274707],"genre_scores_gemma":[0.0441905,0.00136759,0.002175749,0.9178237,0.004683436,0.00007832874,0.00002599734,0.0001016651,0.02955304],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03088315,"threshold_uncertainty_score":0.1633276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438296989059846,"score_gpt":0.4084380699507081,"score_spread":0.3640551000601096,"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."}}