{"id":"W6958750878","doi":"10.6084/m9.figshare.c.6914101.v1","title":"Implementation of the Richmond Agitation-Sedation Scale (palliative version) on an inpatient palliative care unit","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Palliative care; Unit (ring theory); Scale (ratio); Casual; Observational study","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001825772,0.0002145719,0.0001472388,0.0002024773,0.0000353902,0.00003321,0.0001641277,0.0001345623,0.05781631],"category_scores_gemma":[0.00003769295,0.0001772374,0.00005681362,0.0003196411,0.000005216826,0.00005878662,0.0000448373,0.0001541153,0.001549974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884261,"about_ca_system_score_gemma":0.00009993016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004193041,"about_ca_topic_score_gemma":0.0002834553,"domain_scores_codex":[0.9991152,0.00003811205,0.0001873188,0.0002073345,0.0003041844,0.0001478853],"domain_scores_gemma":[0.9993902,0.00003456825,0.0001167864,0.0002159369,0.0002015502,0.00004098571],"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":[0.000003540299,0.000009755877,0.0001234052,0.001125068,0.00006730529,0.00000199861,0.005328344,0.0005857334,0.000004676619,0.00002168987,0.9909534,0.00177501],"study_design_scores_gemma":[0.0006411573,0.0001702634,0.01937676,0.006435729,0.00006733218,1.266721e-7,0.03203189,0.0005086075,0.003640666,0.0001293897,0.9363874,0.0006106489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001652708,0.002199414,0.00004190512,0.00006758656,0.001330533,0.003977591,0.467104,0.0009356883,0.5226906],"genre_scores_gemma":[0.1765162,0.00008868831,0.0008156682,0.000411364,0.000521306,0.001905213,0.6645082,0.001574721,0.1536587],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3690319,"threshold_uncertainty_score":0.9992274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862336064880691,"score_gpt":0.2905280453446615,"score_spread":0.2619046846958546,"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."}}