{"id":"W2944859493","doi":"10.12927/cjnl.2019.25812","title":"Generational Differences in Hospital Technology Adoption: A Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Generational Differences and Trends","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Cohort; Health care; Cross-sectional study; Perception; Affect (linguistics); Psychology; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000353391,0.0001158097,0.0001421684,0.0002581568,0.0003408891,0.0002001918,0.0002238304,0.0001773768,0.0006641936],"category_scores_gemma":[0.00005634851,0.0001156852,0.00004572296,0.0005060204,0.0003180543,0.0002208653,0.00001041512,0.0002216612,0.0001423099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868736,"about_ca_system_score_gemma":0.0001774198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813316,"about_ca_topic_score_gemma":0.000953397,"domain_scores_codex":[0.9983883,0.000137789,0.000230932,0.0003526481,0.0005474395,0.0003429125],"domain_scores_gemma":[0.999589,0.00006570682,0.00006370525,0.0001188149,0.0001049961,0.00005779257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001087687,0.0004874979,0.9433539,0.000002353482,0.000007991485,0.000001969471,0.005544655,0.00005431538,0.00003293307,0.04958164,0.00005168442,0.000870202],"study_design_scores_gemma":[0.0004570092,0.0002282279,0.9759358,0.00002079924,0.000003370534,0.000001072731,0.01922547,0.000134684,0.00000715803,0.003722127,0.0001176246,0.0001466791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856648,0.0001158446,0.00004255614,0.005694599,0.0012915,0.0002748609,0.000003222082,0.00007001988,0.006842602],"genre_scores_gemma":[0.9960684,0.000002447739,0.0002097267,0.00005261065,0.000432068,0.00003404172,0.0000144737,0.000007379455,0.003178829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04585951,"threshold_uncertainty_score":0.7272455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182315951024007,"score_gpt":0.3472609740777777,"score_spread":0.1649450230537707,"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."}}