{"id":"W3016687601","doi":"10.1007/978-3-030-39694-7_1","title":"Non-emergency Patient Transfer Scheduling and Assignment","year":2020,"lang":"en","type":"book-chapter","venue":"Springer proceedings in mathematics & statistics","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Mitacs; Technische Universiteit Delft; Nova Scotia Health Research Foundation","keywords":"Scheduling (production processes); Schedule; Emergency department; Computer science; Operations research; Medical emergency; Emergency medical services; Emergency rescue; Operations management; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003275127,0.0005878129,0.0006005956,0.0003719793,0.0001345854,0.0002128221,0.0002988387,0.000197726,0.0009181728],"category_scores_gemma":[0.0001157061,0.0006236776,0.00008878103,0.0001157087,0.00007576409,0.0003343196,0.0003443624,0.0004805794,0.0004591501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013457,"about_ca_system_score_gemma":0.00002403417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004251113,"about_ca_topic_score_gemma":0.00005846918,"domain_scores_codex":[0.9971462,9.824876e-7,0.001131736,0.0006603521,0.0006815739,0.0003790935],"domain_scores_gemma":[0.9992384,0.00001545597,0.0002262688,0.0001961321,0.0002731253,0.00005064304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001430209,0.0001062162,0.0002484838,0.006746434,0.00009410903,0.00001953202,0.001031046,0.0001003114,0.00005476694,0.9833448,0.003278695,0.004961336],"study_design_scores_gemma":[0.001020204,0.00009976507,0.0005145271,0.001703212,0.0007073501,0.000002716666,0.001505454,0.123736,0.00003894263,0.5850933,0.2830129,0.002565623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004809057,0.0004272556,0.08803651,0.001224322,0.001527005,0.003103388,0.000116303,0.0003561114,0.9004],"genre_scores_gemma":[0.470224,0.007716414,0.3063191,0.004757489,0.004487367,0.000902655,0.0006942708,0.001842405,0.2030563],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6973438,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372829217018009,"score_gpt":0.2203007307598485,"score_spread":0.1965724385896684,"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."}}