{"id":"W2112250844","doi":"10.1186/1472-6963-9-234","title":"Development and assessment of the Alberta Context Tool","year":2009,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":328,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Killam Trusts; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; University of Alberta","keywords":"Cronbach's alpha; Nursing research; Context (archaeology); Exploratory factor analysis; Health administration; Health care; CLARITY; Construct validity; Variance (accounting); Medicine; Applied psychology; Psychology; Nursing; Psychometrics; Public health; Clinical psychology; Patient satisfaction","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009905959,0.000114476,0.0002702204,0.0002236861,0.002646209,0.00002813663,0.0006354533,0.0001190938,0.0002178167],"category_scores_gemma":[0.000194138,0.00007385615,0.00002769146,0.001015304,0.0001406186,0.0001767878,0.0002793123,0.001093807,0.00008894453],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337301,"about_ca_system_score_gemma":0.01460764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009242779,"about_ca_topic_score_gemma":0.02595404,"domain_scores_codex":[0.9936765,0.002216838,0.0008792932,0.0003706822,0.001432165,0.001424492],"domain_scores_gemma":[0.9966005,0.001528895,0.0001952051,0.0005343373,0.0005787132,0.0005623174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144771,0.0003916836,0.7059612,0.008690773,0.0000113996,5.245886e-7,0.09308651,0.000006690837,0.000186345,0.02088209,0.003900614,0.1667677],"study_design_scores_gemma":[0.0003477861,0.0001485383,0.8390084,0.0005956407,5.163872e-7,5.474779e-7,0.01809422,0.001408542,0.00002486172,0.000235564,0.1400748,0.00006056455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979107,0.0004845395,0.00003131255,0.008566666,0.0003194521,0.002311945,0.000004695896,0.00001525862,0.009159188],"genre_scores_gemma":[0.9868809,0.0002634245,0.004154572,0.005547029,0.0001745804,0.0001898184,0.000008647517,0.000009245749,0.002771793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667072,"threshold_uncertainty_score":0.9986522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2366630442084973,"score_gpt":0.5880485807450891,"score_spread":0.3513855365365918,"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."}}