{"id":"W4224248474","doi":"10.1177/03080226221080871","title":"The development and psychometric properties of a measure to assess the written submission of an admissions application","year":2022,"lang":"en","type":"article","venue":"British Journal of Occupational Therapy","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; North York General Hospital; University of Toronto","funders":"","keywords":"Cronbach's alpha; Reliability (semiconductor); Discriminative model; Internal consistency; Measure (data warehouse); Cognition; Test (biology); Medicine; Clinical psychology; Psychology; Psychometrics; Applied psychology; Computer science; Psychiatry; Data mining; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341344,0.00006113465,0.0001636926,0.0001338279,0.00042647,0.00001917119,0.0001951811,0.00002398342,0.0002655335],"category_scores_gemma":[0.001472647,0.00003556487,0.00005333271,0.0004838772,0.00005204431,0.00005249766,0.00002714097,0.0002238683,2.565538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000387579,"about_ca_system_score_gemma":0.001631555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001112723,"about_ca_topic_score_gemma":0.000002971227,"domain_scores_codex":[0.998283,0.0001696025,0.0005165585,0.00008817857,0.000857313,0.00008529926],"domain_scores_gemma":[0.9984921,0.0001282344,0.000323175,0.000120041,0.0005106776,0.0004257376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001879264,0.001240012,0.008160768,0.00003358089,0.0001168666,0.000003273509,0.001811701,0.0000347051,0.03686785,0.0002202399,0.004901078,0.9447306],"study_design_scores_gemma":[0.001933814,0.000761797,0.7865287,0.0004302205,0.00003120258,0.0009931099,0.003482413,0.0001231581,0.009552088,0.0001705784,0.1958822,0.0001106435],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890399,0.00408346,0.0005051914,0.00584321,0.0001099314,0.0003454562,0.000006725535,0.000003718178,0.00006242153],"genre_scores_gemma":[0.996658,0.0004086954,0.001761373,0.0008312143,0.00007935741,0.00004200275,0.000006888107,0.000008252116,0.0002041894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.94462,"threshold_uncertainty_score":0.3280106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677360425030704,"score_gpt":0.3915833500607731,"score_spread":0.2238473075577027,"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."}}