{"id":"W3130249078","doi":"10.46743/1540-580x/2021.1940","title":"Parental Awareness of Early Intervention for Hispanic Children with Communication Disorders","year":2021,"lang":"en","type":"article","venue":"Internet Journal of Allied Health Sciences and Practice","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Intervention (counseling); Population; Ethnic group; Early childhood; Socioeconomic status; Psychology; Early Head Start; Head start; Medicine; Developmental psychology; Psychiatry; Environmental health","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":[0.002887028,0.00006220639,0.0001788154,0.00006837793,0.0001028491,0.00005561369,0.0002432752,0.00003420398,0.0001348425],"category_scores_gemma":[0.0003925203,0.00004706267,0.00005797933,0.0001608508,0.000295839,0.0004365649,0.00004852188,0.0001867609,0.000001459621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002723925,"about_ca_system_score_gemma":0.0002508549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288446,"about_ca_topic_score_gemma":0.001374493,"domain_scores_codex":[0.9985104,0.0004731193,0.0004459649,0.0001466985,0.0002518438,0.0001720292],"domain_scores_gemma":[0.9977031,0.00117102,0.0006433175,0.0001352208,0.0002554846,0.00009185993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002809642,0.001342744,0.9181114,0.0001462611,0.0002629063,0.000003131632,0.01001689,0.00002542456,0.00004491993,0.009514617,0.001868654,0.05585334],"study_design_scores_gemma":[0.002428015,0.00921274,0.9420308,0.0003620282,0.00006364915,0.0005914904,0.03905176,0.00009680956,0.00008962143,0.001444599,0.004496368,0.0001320455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873531,0.003791167,0.002469442,0.005194604,0.0001919787,0.0001615258,0.000007444923,0.000002624762,0.0008281505],"genre_scores_gemma":[0.9970371,0.0005644395,0.002062496,0.0002240607,0.00002256449,0.000005059238,0.000006617232,0.000004038017,0.0000736641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05572129,"threshold_uncertainty_score":0.4971169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628025370369305,"score_gpt":0.4642613450905736,"score_spread":0.3779810913868805,"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."}}