{"id":"W2028899060","doi":"10.1002/j.2048-7940.2001.tb01956.x","title":"Preparing for Successful CARF Accreditation","year":2001,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"","keywords":"Accreditation; Medical education; Process (computing); Table (database); Medicine; Engineering ethics; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003456989,0.00007028892,0.0001263754,0.0001128297,0.0001261169,0.00002145334,0.00002973573,0.00007158542,0.00001933542],"category_scores_gemma":[0.001348531,0.00007037724,0.00006582622,0.0001602703,0.00005936067,0.0003486136,0.000002090461,0.00007019328,0.00001399489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120922,"about_ca_system_score_gemma":0.00008594454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169598,"about_ca_topic_score_gemma":0.000002440199,"domain_scores_codex":[0.9992894,0.00004359672,0.0002078708,0.0002019153,0.0001007166,0.0001564912],"domain_scores_gemma":[0.9987604,0.0007260212,0.00009795338,0.0001593793,0.0001934751,0.00006274349],"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":[0.002329309,0.001048833,0.258012,0.0005165744,0.0001048512,0.000001933103,0.02793384,0.0009840912,0.0158762,0.005059566,0.04146658,0.6466662],"study_design_scores_gemma":[0.003241405,0.002347029,0.8014317,0.0007250663,0.0004080727,0.0002486679,0.01312962,0.0139012,0.0006703828,0.0126033,0.1509468,0.0003467624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712126,0.0001752376,0.008162313,0.01061039,0.0008066983,0.0006636618,0.000001080412,0.00007809169,0.008289902],"genre_scores_gemma":[0.9713152,0.00001574104,0.0275853,0.0001175695,0.000467855,0.00007999862,0.00005198187,0.00001430973,0.000352031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6463194,"threshold_uncertainty_score":0.28699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280173674917798,"score_gpt":0.3797260195115867,"score_spread":0.3569242827624087,"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."}}