{"id":"W2792368713","doi":"10.12927/hcq.2018.25420","title":"A Technology-Enabled Solution to Manage Referrals to Hospice and Palliative Care Beds: The Ottawa SMART System as a Case Study","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Hospice Palliative Care Association; Bruyère; College of Family Physicians of Canada","funders":"","keywords":"Palliative care; Best practice; Medicine; Nursing; Business; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000930672,0.000383607,0.000559032,0.000876748,0.001292726,0.0002666102,0.000435736,0.0003240824,0.00001094053],"category_scores_gemma":[0.0001137244,0.0002986901,0.00005657836,0.001850472,0.0001044598,0.0003259131,0.000196636,0.0004154374,0.0007062749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162108,"about_ca_system_score_gemma":0.00009373044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.145351,"about_ca_topic_score_gemma":0.1978238,"domain_scores_codex":[0.9969796,0.0001362992,0.0007551329,0.0008976385,0.0003493129,0.0008820366],"domain_scores_gemma":[0.9975541,0.00005179997,0.0003072026,0.0009997665,0.0009807969,0.0001063123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003449139,0.0003710532,0.1195787,0.007224432,0.0003171235,0.005938307,0.1213585,0.000001308118,0.0001480061,0.09896702,0.008078442,0.6376722],"study_design_scores_gemma":[0.001332767,0.005468793,0.02186769,0.0008751717,0.0001103955,0.0005706788,0.7386498,0.0001827586,0.00001053058,0.0006264072,0.2294757,0.0008293828],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490393,0.0003639825,0.0002638684,0.04232821,0.0007841852,0.004675403,0.0000109346,0.0008688807,0.00166517],"genre_scores_gemma":[0.9938911,0.000001370348,0.0001817977,0.003865226,0.0009306188,0.0009327435,0.000005371835,0.00005739339,0.0001344175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6368428,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276490456603789,"score_gpt":0.3085122837624099,"score_spread":0.280863238102031,"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."}}