{"id":"W4293248511","doi":"10.21203/rs.3.rs-1654500/v1","title":"Evaluating the Knowledge about Older Patients Quiz and the Kogan's Attitudes towards Old People Scale for Nursing Students’ Gerontological Learning Experiences in Ghana.","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Toronto","funders":"","keywords":"Scale (ratio); Context (archaeology); Psychology; Internal consistency; Consistency (knowledge bases); Nursing; Gerontology; Gerontological nursing; Reliability (semiconductor); Medical education; Medicine; Psychometrics; Clinical psychology; Computer science","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":[0.002597752,0.0002876529,0.0004298023,0.0008547808,0.00028025,0.0005232762,0.0002193626,0.0003231945,0.002354838],"category_scores_gemma":[0.006444224,0.0002032478,0.0005978298,0.000447411,0.0002717266,0.0004806498,0.0006536044,0.0005399982,0.0003591175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563598,"about_ca_system_score_gemma":0.0006026708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332883,"about_ca_topic_score_gemma":0.004852191,"domain_scores_codex":[0.9993149,0.0002107,0.00009868024,0.00003858908,0.0002317251,0.0001054283],"domain_scores_gemma":[0.9963504,0.001186643,0.001254855,0.00007946385,0.0005202505,0.0006083378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000389117,0.001374268,0.9328694,0.0002632728,0.00005032337,0.0002558866,0.004155152,0.0001630284,0.0009845074,0.00006394498,0.001656376,0.05777462],"study_design_scores_gemma":[0.00003681021,0.001072563,0.9929674,0.00008829763,0.00002227656,0.0001426997,0.003240902,0.0003945543,0.0005932125,0.00006254066,0.001367188,0.00001153596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988696,0.00007148408,0.00009939216,0.00008881553,0.000009643551,0.00009422562,0.0001247374,0.000005971383,0.0006361419],"genre_scores_gemma":[0.9978068,0.0001861104,0.0007950237,0.00004813996,0.000007346452,0.0002187917,0.0002040883,0.000001984506,0.0007315947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002597752,"threshold_uncertainty_score":0.01373839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898261773256675,"score_gpt":0.5592282307055912,"score_spread":0.3694020533799238,"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."}}