{"id":"W6901876969","doi":"10.60692/cpq5w-9t093","title":"Protocol for validation of the Global Scales for Early Development (GSED) for children under 3 years of age in seven countries","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Differential item functioning; Rasch model; Psychosocial; Metric (unit); Concurrent validity; Protocol (science); Population; Discriminant validity; Psychometrics","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":[0.08463021,0.00265648,0.00234749,0.004609962,0.005199419,0.002736753,0.004103614,0.003121343,0.05812807],"category_scores_gemma":[0.08262391,0.002813112,0.003251573,0.003498954,0.002863299,0.002775076,0.00475643,0.007010508,0.01710225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006731649,"about_ca_system_score_gemma":0.03650825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846665,"about_ca_topic_score_gemma":0.009055688,"domain_scores_codex":[0.9513577,0.03062226,0.008509574,0.00275099,0.004530806,0.002228712],"domain_scores_gemma":[0.9184242,0.02124626,0.005349417,0.01479828,0.03699926,0.003182526],"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":[0.0281046,0.02493086,0.02704533,0.02433017,0.0006122485,0.002932203,0.02594559,0.007350081,0.01142576,0.0403042,0.3454964,0.4615225],"study_design_scores_gemma":[0.03052373,0.01807479,0.1167627,0.02327667,0.00043621,0.00128162,0.01397501,0.006407388,0.01065904,0.01861689,0.7591197,0.0008662959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004329675,0.0001311925,0.009426516,0.0004164558,0.0002501028,0.9789165,0.003344498,0.0001312704,0.003053775],"genre_scores_gemma":[0.00150602,0.00008542847,0.009208895,0.0001519166,0.00002469967,0.9873917,0.001078114,0.00001271144,0.0005404382],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08463021,"threshold_uncertainty_score":0.4475727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064010549414229,"score_gpt":0.2769628343269113,"score_spread":0.236322728832769,"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."}}