{"id":"W2565963090","doi":"10.35680/2372-0247.1133","title":"Envisioning mechanisms for success: Evaluation of EBCD at CHEO","year":2016,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Government of Canada; Canadian Foundation for Healthcare Improvement","keywords":"Adaptation (eye); Set (abstract data type); Process (computing); Patient experience; Quality (philosophy); Medicine; Value (mathematics); Psychology; Medical education; Knowledge management; Nursing; Computer science; Health 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002205162,0.0001365415,0.0002174344,0.0001116537,0.001178971,0.000005278851,0.0001813009,0.00009657713,0.002759892],"category_scores_gemma":[0.0003112172,0.00008454652,0.00008838592,0.00009503495,0.00004963431,0.0002587269,0.0001021435,0.0001422217,0.00006340987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008699055,"about_ca_system_score_gemma":0.0003175147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002003802,"about_ca_topic_score_gemma":0.00001710462,"domain_scores_codex":[0.9965994,0.0005011704,0.001039009,0.000217689,0.001095624,0.0005471116],"domain_scores_gemma":[0.9974322,0.0004300839,0.0009624392,0.000207893,0.0006762773,0.0002911164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002169998,0.000836825,0.2537837,0.000993968,0.00007388738,0.000003700161,0.1714775,0.0000774127,0.1524752,0.007699262,0.005678562,0.40473],"study_design_scores_gemma":[0.04199692,0.01638215,0.02949665,0.02251938,0.0003618584,0.00005959556,0.1365478,0.009669486,0.5834467,0.06732447,0.08989217,0.002302883],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816811,0.0002016166,0.01311052,0.0001852734,0.002360039,0.00144016,0.0000357214,0.00001372345,0.0009718476],"genre_scores_gemma":[0.9960302,0.00007170061,0.002430139,0.0004585578,0.0001465821,0.0005768446,0.00001632434,0.00001585851,0.0002538351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4309714,"threshold_uncertainty_score":0.9981517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3399515627937355,"score_gpt":0.4980280223644109,"score_spread":0.1580764595706755,"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."}}