{"id":"W3048416741","doi":"10.1177/2158244020948846","title":"Latent Structure of Executive Functioning/Learning Tasks in the CogState Computerized Battery","year":2020,"lang":"en","type":"article","venue":"SAGE Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"OLVI-Säätiö; Signe ja Ane Gyllenbergin Säätiö; Jane ja Aatos Erkon Säätiö; Turun Yliopistollinen Keskussairaala; Academy of Finland; Victoria Foundation","keywords":"Structural equation modeling; Psychology; Confirmatory factor analysis; Summative assessment; Latent variable; Developmental psychology; Statistics; Formative assessment; Mathematics; Mathematics education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004405526,0.0006483933,0.0004710039,0.001712604,0.0004417241,0.001544534,0.0005260938,0.0005386683,0.002030686],"category_scores_gemma":[0.01725689,0.0003024061,0.001112369,0.001511914,0.0008164684,0.001158873,0.0009412989,0.0009413885,0.0003986721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008930073,"about_ca_system_score_gemma":0.001367872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00831824,"about_ca_topic_score_gemma":0.009321749,"domain_scores_codex":[0.9983903,0.0004800804,0.0001670242,0.000389235,0.0003971778,0.0001762296],"domain_scores_gemma":[0.9920925,0.004123826,0.001597259,0.001185618,0.0008010629,0.0001995977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233535,0.0002042771,0.978138,0.00002810462,0.0001576198,0.00006235474,0.00113235,0.001271242,0.001109164,0.001189801,0.0001866656,0.01639714],"study_design_scores_gemma":[0.00001303816,0.0001343596,0.9908722,0.00003263273,0.00004742328,0.00008467524,0.000426306,0.005945859,0.0004075062,0.001622596,0.0003918676,0.00002144506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944606,0.00006528116,0.003834158,0.00004542328,0.000007351817,0.00005397112,0.0006188366,0.00002082972,0.0008935505],"genre_scores_gemma":[0.9960077,0.00003486938,0.001963007,0.00001031764,0.00000325508,0.0001186168,0.001653184,0.0000133737,0.0001958344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00831824,"threshold_uncertainty_score":0.02329892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576342240287741,"score_gpt":0.2677643107944791,"score_spread":0.2420008883916017,"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."}}