{"id":"W4293202852","doi":"10.4135/9781529799705","title":"Q Methodology: Quantitative Aspects of Data Analysis in a Study of Student Nurse Perceptions of Dignity in Care","year":2022,"lang":"en","type":"book","venue":"","topic":"Q Methodology Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College","funders":"","keywords":"Dignity; Nursing; Perception; Psychology; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04451725,0.0008112175,0.000551971,0.002494031,0.002649814,0.007258457,0.001779184,0.001989581,0.006032747],"category_scores_gemma":[0.05548436,0.00058643,0.0004805723,0.004972774,0.01166652,0.006554232,0.003753625,0.003017549,0.002789925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002130839,"about_ca_system_score_gemma":0.005248039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670856,"about_ca_topic_score_gemma":0.005574946,"domain_scores_codex":[0.954343,0.03910407,0.0009193247,0.0006675262,0.004610563,0.0003554384],"domain_scores_gemma":[0.8863974,0.1069241,0.001018698,0.00217385,0.00285376,0.000632166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005517599,0.000158219,0.002310411,0.002076417,0.00002384542,0.001443697,0.1060781,0.0009942136,0.002334655,0.3875428,0.1168173,0.380165],"study_design_scores_gemma":[0.00003932916,0.000268151,0.003281783,0.002323419,0.00001654773,0.003186993,0.05783242,0.003939447,0.00201424,0.2492307,0.6777607,0.0001063261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01089229,0.005922054,0.803316,0.02645214,0.001949386,0.00309047,0.0003610424,0.0007514403,0.1472652],"genre_scores_gemma":[0.0765593,0.007241429,0.8269752,0.01095968,0.0007792296,0.00658795,0.0003175667,0.0009271366,0.06965261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04451725,"threshold_uncertainty_score":0.2354325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6860113611753474,"score_gpt":0.6250127486630506,"score_spread":0.06099861251229688,"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."}}