{"id":"W4321498037","doi":"10.1177/08295735231154670","title":"Intellectual Profiles of Clinic-Referred Preschoolers","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Rivière-des-Prairies; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Psychology; Wechsler Adult Intelligence Scale; Intellectual disability; Borderline intellectual functioning; Medical diagnosis; Intelligence quotient; Cognition; Nonverbal communication; Wechsler Preschool and Primary Scale of Intelligence; Clinical psychology; Population; Outpatient clinic; Psychiatry; Cluster (spacecraft); Developmental psychology; Wechsler Intelligence Scale for Children; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002362556,0.0002941506,0.0003748712,0.002351906,0.0004974955,0.0005026083,0.0003157661,0.0003579342,0.001415845],"category_scores_gemma":[0.00243661,0.0002198737,0.0002183859,0.001022092,0.000399302,0.0003177511,0.0003462779,0.0003969453,0.0002607313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009971339,"about_ca_system_score_gemma":0.0005238905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02275479,"about_ca_topic_score_gemma":0.0269228,"domain_scores_codex":[0.9996878,0.00003330057,0.00005257333,0.00005678198,0.00009229336,0.00007738783],"domain_scores_gemma":[0.9993216,0.0001249784,0.000286,0.00002703617,0.0001022013,0.0001382072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007619235,0.00003397127,0.9914885,0.00002470703,0.00001274132,0.002126514,0.00107638,0.0000267443,0.000794456,0.00002369291,0.0002083687,0.004107804],"study_design_scores_gemma":[0.000002670889,0.00007010594,0.9970197,0.000008004185,0.000006648473,0.001893183,0.0007326637,0.00002129015,0.0001028607,0.00001173087,0.0001277013,0.00000343902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999132,0.0002512998,0.00002030537,0.00002140945,0.000002518089,0.000007784136,0.0001668554,0.000006945091,0.000391],"genre_scores_gemma":[0.9990222,0.0002111093,0.00007815313,0.00002130858,0.000004069669,0.00001046197,0.0003700318,0.00000257725,0.0002801618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02275479,"threshold_uncertainty_score":0.04524469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138252477142506,"score_gpt":0.390998167368323,"score_spread":0.2527456902258169,"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."}}