{"id":"W2165484532","doi":"10.12927/hcq.2014.23952","title":"Patient Safety and Engagement at the Frontlines of Healthcare","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Health care; Patient safety; Best practice; Health administration; Medicine; Nursing; Medical emergency; Public health; 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":[0.01839273,0.0006050558,0.0006288245,0.001946513,0.01139078,0.01560136,0.001423084,0.005228167,0.01962715],"category_scores_gemma":[0.03996877,0.0004614805,0.0007753485,0.001150078,0.008999575,0.008311667,0.01828388,0.01016516,0.003623818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007096025,"about_ca_system_score_gemma":0.01430801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003746362,"about_ca_topic_score_gemma":0.004061308,"domain_scores_codex":[0.94556,0.03516523,0.001097714,0.002459692,0.009474745,0.006242553],"domain_scores_gemma":[0.9501743,0.01403388,0.00583886,0.002148474,0.006667704,0.02113683],"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":[0.00029074,0.001244926,0.05451897,0.0008651141,0.0002246096,0.001326927,0.218316,0.0006165081,0.001465758,0.1581065,0.1574276,0.4055964],"study_design_scores_gemma":[0.0001012354,0.001000107,0.04529484,0.002594044,0.0000664965,0.001294611,0.1231244,0.0009599667,0.001046018,0.153649,0.6707087,0.0001606024],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1607752,0.009850184,0.02215596,0.4712747,0.005030963,0.0002266315,0.0002174064,0.000344897,0.330124],"genre_scores_gemma":[0.9284612,0.00315737,0.004791966,0.03784116,0.001950982,0.0002071592,0.0001494739,0.0001267719,0.02331393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01962715,"threshold_uncertainty_score":0.0972712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965549168821436,"score_gpt":0.3829924411567974,"score_spread":0.333336949468583,"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."}}