{"id":"W1662793467","doi":"10.1371/journal.pone.0127405","title":"Reliability and Validity of the Alberta Context Tool (ACT) with Professional Nurses: Findings from a Multi-Study Analysis","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nursing education and management","field":"Nursing","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cronbach's alpha; Context (archaeology); Confirmatory factor analysis; Reliability (semiconductor); Psychology; Validity; Predictive validity; Health care; Applied psychology; Psychometrics; Clinical psychology; Structural equation modeling; Statistics; Geography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05739811,0.0004423778,0.0007704778,0.00345872,0.001561708,0.001887781,0.001175034,0.0005925275,0.0005824097],"category_scores_gemma":[0.1282452,0.0005639021,0.001282132,0.003731644,0.002060287,0.001357904,0.003174217,0.0007397527,0.0001509875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374236,"about_ca_system_score_gemma":0.004112249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02005278,"about_ca_topic_score_gemma":0.03359612,"domain_scores_codex":[0.9510627,0.02761316,0.004969527,0.002943432,0.01249265,0.0009186504],"domain_scores_gemma":[0.8782387,0.06929041,0.01244501,0.008262279,0.03010926,0.001654432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002413531,0.0001629,0.96017,0.0001752045,0.0003435323,0.00007270269,0.01229327,0.0004333774,0.0004698636,0.0003579255,0.000228464,0.02505142],"study_design_scores_gemma":[0.00003800614,0.000517006,0.9851204,0.000182922,0.0002283215,0.0001963668,0.008571726,0.002515711,0.0007738195,0.00041926,0.00139244,0.00004414381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939328,0.0002979511,0.003897838,0.00007007877,0.00003202253,0.0003307644,0.0001721717,0.00001232296,0.001254005],"genre_scores_gemma":[0.9945189,0.0001381034,0.00440007,0.00002724412,0.00001301167,0.0005760075,0.0001631571,0.00001095067,0.0001524387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05739811,"threshold_uncertainty_score":0.3035539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08913135386459972,"score_gpt":0.3100663364047795,"score_spread":0.2209349825401798,"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."}}