{"id":"W4287912409","doi":"","title":"Home Healthcare Integrated Staffing and Scheduling","year":2020,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Staffing; Health care; Business; Scheduling (production processes); Operations management; Computer science; Nursing; Medicine; Engineering; Economics","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":[0.001712446,0.0003304339,0.0006122033,0.0007545167,0.0006093136,0.001475071,0.001158583,0.0003281598,0.01297142],"category_scores_gemma":[0.004728694,0.0002904088,0.000422244,0.001400648,0.0001202674,0.0006849141,0.0009391293,0.000490765,0.001474441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491277,"about_ca_system_score_gemma":0.006148316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864684,"about_ca_topic_score_gemma":0.01844781,"domain_scores_codex":[0.9983711,0.0004191246,0.00009187675,0.0002258943,0.0005601857,0.0003319019],"domain_scores_gemma":[0.996938,0.0005352102,0.0003080605,0.000359821,0.001172313,0.0006866634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001665058,0.001734917,0.02750837,0.0001914786,0.0001229734,0.00009560688,0.00052391,0.1343103,0.004772678,0.008028768,0.03085647,0.7901894],"study_design_scores_gemma":[0.0006167606,0.002487579,0.1334881,0.000124851,0.0002462731,0.0003034968,0.001827986,0.7547729,0.01008896,0.01983637,0.07607343,0.0001332721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6443441,0.001365716,0.2579737,0.002334492,0.001148632,0.001603373,0.0041609,0.007596403,0.07947261],"genre_scores_gemma":[0.9261735,0.0001727653,0.05963007,0.0001296471,0.0001276198,0.0002101893,0.0009770279,0.0002010842,0.01237813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864684,"threshold_uncertainty_score":0.04339373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522614750274262,"score_gpt":0.3100452102519216,"score_spread":0.274819062749179,"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."}}