{"id":"W1992257352","doi":"10.12927/hcq.2013.20847","title":"New Accreditation Program: University Health Network's Experience with Qmentum","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Accreditation; Medical education; Best practice; Sustainability; Health care; Medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01929327,0.000271167,0.0001866234,0.0005828334,0.009218785,0.004320692,0.002289141,0.001893591,0.007234301],"category_scores_gemma":[0.01795315,0.0003693161,0.0002733826,0.001330819,0.002328195,0.002992939,0.007674799,0.003594753,0.0006565937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649095,"about_ca_system_score_gemma":0.03121765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1969891,"about_ca_topic_score_gemma":0.4958114,"domain_scores_codex":[0.98009,0.01049591,0.0003893637,0.0007755379,0.003205521,0.005043594],"domain_scores_gemma":[0.9699877,0.004036636,0.001280175,0.0007409409,0.005423306,0.01853119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004901884,0.003333535,0.1789527,0.0006931107,0.00005887084,0.003064648,0.1431512,0.001298611,0.002107964,0.006880409,0.1621988,0.4977699],"study_design_scores_gemma":[0.00007211017,0.001776964,0.1868054,0.000502056,0.00002884791,0.002120969,0.2227511,0.001805423,0.001708226,0.00084932,0.5814071,0.0001724751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7665336,0.005359502,0.00546568,0.1508732,0.002251892,0.0006857153,0.0005136735,0.0004997053,0.067817],"genre_scores_gemma":[0.9494253,0.002178652,0.004798599,0.01265431,0.0004700992,0.0002223804,0.0003336736,0.000133113,0.02978382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969891,"threshold_uncertainty_score":0.3916849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07695157386572055,"score_gpt":0.4159692984002016,"score_spread":0.3390177245344811,"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."}}