{"id":"W6939802543","doi":"10.6084/m9.figshare.c.4947561","title":"The impact of hospital language on the rate of in-hospital harm. A retrospective cohort study of home care recipients in Ontario, Canada","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Health care; Harm; Cohort study; Cohort; Hospital admission; Hospital care; Patient safety","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":[0.001000916,0.0005188161,0.0005421725,0.001785003,0.002811538,0.001672426,0.001771361,0.0005101186,0.00180826],"category_scores_gemma":[0.002512543,0.0005751408,0.0008056831,0.004370087,0.0008652894,0.0004498282,0.001235539,0.0007014364,0.0002858641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01768241,"about_ca_system_score_gemma":0.01881302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97572,"about_ca_topic_score_gemma":0.9837053,"domain_scores_codex":[0.9982821,0.0001509428,0.0001675415,0.0003432914,0.0005077663,0.0005483889],"domain_scores_gemma":[0.9962484,0.0001371512,0.001422364,0.0002033768,0.001288421,0.0007001795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004031864,0.00001765738,0.998495,0.0000217404,0.00003504535,0.00006097643,0.0003121727,0.00001836284,0.00006318049,0.00002284386,0.0003961641,0.0005165944],"study_design_scores_gemma":[0.000005844981,0.00001688467,0.9986778,0.00002358402,0.00002416253,0.00005092202,0.0006869092,0.0001109645,0.00002441178,0.00001004021,0.0003615358,0.000006881162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895561,0.0006526667,0.0001579448,0.0001993253,0.00001784892,0.0001100601,0.007635146,0.0000099855,0.001660909],"genre_scores_gemma":[0.9969774,0.0002910513,0.0001222802,0.000106711,0.000007666929,0.00004542989,0.001870282,0.000004948476,0.0005741908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428001,"threshold_uncertainty_score":0.1282954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008920570056271792,"score_gpt":0.2124997376773916,"score_spread":0.2035791676211198,"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."}}