{"id":"W1920519625","doi":"10.1002/hbm.22480","title":"Neural substrates of numerosity estimation in autism","year":2014,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Numerosity adaptation effect; Autism; Magnetoencephalography; Psychology; Perception; Visual perception; Autism spectrum disorder; Audiology; Neuroscience; Developmental psychology; Electroencephalography; 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":[0.0001526093,0.0001962594,0.000154607,0.0004347159,0.00009856759,0.0002649379,0.0001020523,0.0002043923,0.0009621589],"category_scores_gemma":[0.001655788,0.0001504261,0.0001136416,0.0001076753,0.0003371098,0.0002087383,0.0003924492,0.00016382,0.00008248221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522496,"about_ca_system_score_gemma":0.00008972843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000807069,"about_ca_topic_score_gemma":0.0009195672,"domain_scores_codex":[0.9999148,0.00001472698,0.000009806207,0.00002753226,0.00001927778,0.00001382438],"domain_scores_gemma":[0.9994011,0.000254487,0.0002181552,0.00003677916,0.00004364985,0.00004588236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001005159,0.0001061185,0.3326412,0.0001637076,0.0000723214,0.002640127,0.001554132,0.001329659,0.6064439,0.0005641177,0.0001984459,0.05328125],"study_design_scores_gemma":[0.000007845911,0.00008316627,0.9921422,0.000006802644,0.0000103979,0.001270085,0.0001936061,0.0009197305,0.00484413,0.0004304793,0.00008611375,0.000005405458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991203,0.00006143683,0.000437857,0.00001591754,0.000001279661,0.000003401408,0.00003143289,0.000009616085,0.0003186655],"genre_scores_gemma":[0.9992586,0.00004216194,0.0005156553,0.000005708213,0.000001298449,0.000008267343,0.00005278996,0.00000303517,0.0001123975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009621589,"threshold_uncertainty_score":0.00321877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674001578477097,"score_gpt":0.3041661428143127,"score_spread":0.2574261270295417,"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."}}