{"id":"W7162131274","doi":"10.82308/34146","title":"Impact of trauma center accreditation in Canada","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Trauma center; Hospital accreditation; Stakeholder; Trauma care; Patient safety; Spinal trauma","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":[0.0255124,0.0005762252,0.001936882,0.007984772,0.003783056,0.00602335,0.003791288,0.001399833,0.006727503],"category_scores_gemma":[0.1479945,0.0007698503,0.003267412,0.02377969,0.0026489,0.002223636,0.003577988,0.002761788,0.0002467769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1337037,"about_ca_system_score_gemma":0.3684079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9777043,"about_ca_topic_score_gemma":0.9851576,"domain_scores_codex":[0.9473804,0.009728662,0.006976463,0.003429659,0.02867977,0.003805065],"domain_scores_gemma":[0.7956865,0.0539969,0.03411005,0.003221026,0.1041212,0.008864366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001753944,0.0002945236,0.2851853,0.1587171,0.008378001,0.0006858054,0.009692224,0.00188456,0.0003761023,0.01076087,0.1040985,0.418173],"study_design_scores_gemma":[0.0006921348,0.0004528985,0.6318983,0.1903123,0.009878067,0.0006388605,0.01251163,0.001201686,0.0006845799,0.001603944,0.1497545,0.0003711015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08107012,0.8199787,0.0009620339,0.04126314,0.002562959,0.001281113,0.01590635,0.000146287,0.03682924],"genre_scores_gemma":[0.6685668,0.3085,0.002887983,0.01230236,0.0004707129,0.0007021104,0.004221288,0.000115579,0.002233169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1337037,"threshold_uncertainty_score":0.9700927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065759242144995,"score_gpt":0.5179082232221879,"score_spread":0.4113322990076884,"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."}}