{"id":"W2006952613","doi":"10.1016/j.hcmf.2012.09.011","title":"HQCA: Building a Credible, Transparent, and Independent Healthcare Quality and Safety Organization in Alberta","year":2012,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health","funders":"","keywords":"Quality (philosophy); Government (linguistics); Health care; Business; Public relations; Healthcare service; Service (business); Patient safety; Health services; Marketing; Medicine; Political science; Environmental health","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":[0.01169897,0.0003656331,0.0001745016,0.001568247,0.0130557,0.01032014,0.003524963,0.003434263,0.008059727],"category_scores_gemma":[0.009677736,0.0005456606,0.0003738922,0.001393411,0.005247586,0.002651185,0.007337205,0.003156167,0.0008185141],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07476072,"about_ca_system_score_gemma":0.2831018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9403395,"about_ca_topic_score_gemma":0.9614653,"domain_scores_codex":[0.98941,0.002410575,0.0001895789,0.0006634382,0.003606929,0.003719438],"domain_scores_gemma":[0.9838586,0.001397563,0.0004504192,0.0005255723,0.005103644,0.008664163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007685884,0.001239905,0.08667971,0.0006659817,0.0001031796,0.008035687,0.02504929,0.01737053,0.009486534,0.2778738,0.2468602,0.3258665],"study_design_scores_gemma":[0.0003053742,0.000386591,0.08559273,0.0005765312,0.00005345658,0.0005707383,0.03993855,0.01157372,0.002136365,0.01592243,0.8427076,0.0002359378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3304749,0.005558192,0.03671498,0.1601691,0.003161921,0.002558749,0.0007501974,0.001766963,0.4588451],"genre_scores_gemma":[0.8135608,0.001199656,0.03175458,0.01547006,0.0002500839,0.0002679183,0.0005514193,0.0001780231,0.1367675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9252393,"threshold_uncertainty_score":0.5424296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230916832112439,"score_gpt":0.4500915747243724,"score_spread":0.3269998915131286,"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."}}