{"id":"W4308178014","doi":"10.2196/43203","title":"Exploring Key Factors Influencing Nursing Students’ Cognitive Load and Willingness to Serve Older Adults: Cross-sectional Descriptive Correlational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Cognition; Psychology; Virtual learning environment; Cross-sectional study; Nursing; Instructional simulation; Applied psychology; Medicine; Educational technology; Mathematics education; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005889946,0.0002628376,0.0002709332,0.0002365245,0.002248173,0.0002789029,0.0004508043,0.0000967107,0.000114198],"category_scores_gemma":[0.000326102,0.0002990589,0.00005770612,0.000763158,0.0003550452,0.0008832455,0.0003657131,0.0005228502,0.00001257755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172707,"about_ca_system_score_gemma":0.0002799718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194528,"about_ca_topic_score_gemma":0.001934706,"domain_scores_codex":[0.9966655,0.0002847264,0.0003808295,0.0007243667,0.001399299,0.000545287],"domain_scores_gemma":[0.998825,0.0002330775,0.0001787934,0.0001650782,0.0004057614,0.0001923362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222722,0.0003529946,0.6528437,0.000004940266,0.00005221487,0.00001447677,0.3436044,0.00007050607,0.00001339266,0.00007646243,0.0000160707,0.002828632],"study_design_scores_gemma":[0.0009383511,0.0002595426,0.6826906,0.00009878147,0.00001536892,0.000005085783,0.3154757,0.00001069134,0.00002321657,0.00006950993,0.000178777,0.0002344503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995911,0.0001110069,0.00003607208,0.0001267388,0.001064238,0.002071911,0.00005776405,0.0003969755,0.0002242732],"genre_scores_gemma":[0.998266,0.000009239905,0.00005855168,0.00008927243,0.0001202989,0.001099406,0.0000117331,0.00003585695,0.000309607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0298469,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942480436184432,"score_gpt":0.3406312030080898,"score_spread":0.2912063986462455,"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."}}