{"id":"W7116754798","doi":"10.1177/10731911251391563","title":"Embedded Validity Scales to Examine Caregiver Response Styles When Measuring Infant/Toddler Developmental Status","year":2025,"lang":"en","type":"article","venue":"Assessment","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Response bias; Test validity; Reliability (semiconductor); Validity; Psychometrics; Concurrent validity; Ethnic group; Scale (ratio)","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":[0.01766962,0.0006077978,0.0005227517,0.002415849,0.0004349381,0.0006734989,0.0008557779,0.000452744,0.001758879],"category_scores_gemma":[0.05998558,0.0003205127,0.001073032,0.001489441,0.0006883187,0.0008768523,0.00185348,0.0008472521,0.0003454486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008091222,"about_ca_system_score_gemma":0.001041324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526652,"about_ca_topic_score_gemma":0.003764006,"domain_scores_codex":[0.9880994,0.005009129,0.002581276,0.0005454532,0.003354258,0.0004105825],"domain_scores_gemma":[0.9501739,0.02534747,0.01163537,0.004257918,0.007634114,0.000951219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004138857,0.0003773882,0.9270143,0.0002423896,0.000327404,0.000157631,0.002557663,0.001098023,0.001921507,0.0007249872,0.0009145127,0.06425044],"study_design_scores_gemma":[0.00005289353,0.0008405911,0.9885283,0.0001233911,0.00004870243,0.0003919941,0.001244652,0.003595148,0.00158814,0.00109726,0.002449759,0.0000392597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752493,0.0003807782,0.01399882,0.0001378444,0.00007229557,0.001706762,0.001429513,0.00009417724,0.006930364],"genre_scores_gemma":[0.9667444,0.0002198193,0.02732899,0.0001132714,0.00004128171,0.002467936,0.001611252,0.00004536478,0.001427813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766962,"threshold_uncertainty_score":0.09344697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941604682889743,"score_gpt":0.3241424135637946,"score_spread":0.2747263667348971,"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."}}