{"id":"W2890289949","doi":"10.1007/s00134-018-5371-x","title":"Her ICU bed","year":2018,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Intensive care medicine; Emergency medicine; Anesthesia","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":[0.0003825164,0.0001746696,0.0004524137,0.0001044813,0.0004413954,0.000001445399,0.0001500523,0.0002880534,0.002212566],"category_scores_gemma":[0.002445506,0.0001152251,0.00004385754,0.0001584069,0.0003115704,0.00003481019,0.00007638246,0.0006274438,0.00180151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867481,"about_ca_system_score_gemma":0.0002230833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002904736,"about_ca_topic_score_gemma":0.002520937,"domain_scores_codex":[0.997962,0.000345947,0.0005397206,0.0003104735,0.0003041499,0.0005377289],"domain_scores_gemma":[0.9878497,0.0003161281,0.0001625343,0.0004281045,0.0109724,0.000271149],"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":[0.00007711269,0.000006120735,0.01704966,0.0006981082,0.00005008455,0.00007438702,0.2309137,1.510989e-8,0.000946412,0.002025585,0.7275804,0.0205784],"study_design_scores_gemma":[0.0007512853,0.00057322,0.008003102,0.0015465,0.00001507265,0.000007359617,0.4798247,0.000002376961,0.00005438679,0.0001196208,0.5089977,0.0001046324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5726094,0.01158148,0.000204001,0.1700064,0.01840202,0.0017583,0.00003308633,0.0004216931,0.2249836],"genre_scores_gemma":[0.940453,0.0001223766,0.00002710952,0.04659925,0.008629539,0.0000703727,0.00002047135,0.00003450539,0.004043377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3678436,"threshold_uncertainty_score":0.9989757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375011090145485,"score_gpt":0.4855241351732067,"score_spread":0.3480230261586582,"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."}}