{"id":"W4297145294","doi":"10.1177/08404704221121800","title":"Turning evidence into action using a senior friendly hospital framework and a collaborative network","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; CARE Canada; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Relevance (law); Redundancy (engineering); Collaborative network; Collaborative Care; Process (computing); Health care; Nursing; Knowledge management; Medicine; Medical education; Psychology; Computer science; Family medicine; Primary care; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002298729,0.0003420962,0.0004833946,0.0002704752,0.006628946,0.00005264575,0.0003173542,0.0001904597,0.0002884193],"category_scores_gemma":[0.0002162672,0.0003757868,0.00007796351,0.001425521,0.00008118268,0.0004105723,0.001772545,0.001668974,0.00004127095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586901,"about_ca_system_score_gemma":0.0003872356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614501,"about_ca_topic_score_gemma":0.001636875,"domain_scores_codex":[0.9930068,0.002815546,0.0009792706,0.0008620317,0.0008371851,0.001499143],"domain_scores_gemma":[0.9974411,0.000726012,0.0006231932,0.0006199076,0.0002139242,0.0003759193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00123706,0.0003807162,0.1231038,0.0155874,0.0005678826,0.0003259425,0.05824542,0.003011686,0.00002364796,0.4435973,0.1488367,0.2050825],"study_design_scores_gemma":[0.0008606185,0.001269915,0.009394646,0.002116881,0.0001065949,0.000004461156,0.4012383,0.001859323,0.000001450119,0.02616964,0.5562875,0.0006906494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5423756,0.0169437,0.07646769,0.319832,0.01733968,0.02210149,0.0001453767,0.001482765,0.003311701],"genre_scores_gemma":[0.949167,0.001432083,0.02533974,0.02021983,0.0006171921,0.001960018,0.00004224036,0.00008032485,0.001141603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4174276,"threshold_uncertainty_score":0.9998694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09160548499164199,"score_gpt":0.466027148773837,"score_spread":0.374421663782195,"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."}}