{"id":"W6921287581","doi":"10.6084/m9.figshare.c.4047944.v1","title":"Indicators of intensive care unit capacity strain: a systematic review","year":2018,"lang":"en","type":"other","venue":"Figshare","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensive care unit; Observational study; Intensive care; Systematic review; Cohort study; Quality (philosophy); Scale (ratio)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01723516,0.001880618,0.01131505,0.01883315,0.0007711778,0.003626498,0.002789003,0.001793368,0.003754058],"category_scores_gemma":[0.07318004,0.00155567,0.008087623,0.02117661,0.001328113,0.003741389,0.002249483,0.001423084,0.0002650854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0067647,"about_ca_system_score_gemma":0.01551388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008773128,"about_ca_topic_score_gemma":0.0234096,"domain_scores_codex":[0.9820857,0.005602849,0.007179409,0.001082992,0.003631943,0.0004170706],"domain_scores_gemma":[0.9304644,0.04732898,0.0153736,0.0008716998,0.005333913,0.0006272992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001299173,0.00001335096,0.001366887,0.9731078,0.007123945,0.00007076302,0.0002357877,0.00008323923,0.0000585965,0.000156858,0.0006978707,0.01695493],"study_design_scores_gemma":[0.0002196391,0.0001662738,0.006762686,0.9251823,0.05992233,0.0002892842,0.0004820923,0.0001166975,0.0001335561,0.000241659,0.006436823,0.00004652698],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00281634,0.9946201,0.0002716,0.0002526954,0.00009211495,0.0009435053,0.0006924171,0.00001590844,0.0002953049],"genre_scores_gemma":[0.04973383,0.944509,0.001761364,0.0004915874,0.00008561325,0.002693607,0.0005814498,0.00001098335,0.0001324994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01883315,"threshold_uncertainty_score":0.09114933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169452942450956,"score_gpt":0.2929343343682868,"score_spread":0.2412398049437773,"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."}}