{"id":"W4243327666","doi":"10.1002/9781119300977.ch12","title":"Residential Care","year":2018,"lang":"en","type":"other","venue":"","topic":"Scheduling and Timetabling Solutions","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Health care; Analytics; Scheduling (production processes); Computer science; Operations research; Process management; Nursing; Business; Operations management; Data science; Engineering; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002514113,0.0003939493,0.0002680097,0.0005710381,0.001681556,0.001735042,0.0007981962,0.0008910817,0.3469284],"category_scores_gemma":[0.001135299,0.0001254157,0.0003301883,0.001128272,0.0002394874,0.001145527,0.001810081,0.0006166903,0.1281375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180984,"about_ca_system_score_gemma":0.001682608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005266799,"about_ca_topic_score_gemma":0.01398124,"domain_scores_codex":[0.9996618,0.00005622539,0.00001591918,0.00006357691,0.000127578,0.00007477871],"domain_scores_gemma":[0.9997085,0.00003600041,0.0000232009,0.00003224026,0.00009126063,0.0001087738],"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":[0.00003596166,0.00009159186,0.002092266,0.0001998792,0.00000734686,0.0002787234,0.0007740621,0.0003423564,0.0002988685,0.04936785,0.6378211,0.3086901],"study_design_scores_gemma":[0.00000287528,0.00001329152,0.001674056,0.00008795977,0.000002063412,0.0002143814,0.000579663,0.0001423295,0.00008951586,0.002672004,0.994517,0.000004827299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004518334,0.002445559,0.003245509,0.003018903,0.0008384064,0.0001074574,0.003298309,0.0004947415,0.9820327],"genre_scores_gemma":[0.03358915,0.005024868,0.004324134,0.002104998,0.0003456487,0.00014203,0.003977992,0.0001550726,0.9503361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3469284,"threshold_uncertainty_score":0.9315273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134824310651851,"score_gpt":0.4251633527378346,"score_spread":0.3116809216726495,"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."}}