{"id":"W4392190027","doi":"10.1101/2024.02.21.581260","title":"Contracted Functional Connectivity Profiles in Autism","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Neurotypical; Autism spectrum disorder; Functional connectivity; Neuroscience; Connectome; Autism; Psychology; Functional magnetic resonance imaging; Connectomics; Audiology; Developmental psychology; Medicine","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":[0.0003609803,0.0002510793,0.0002245183,0.001385471,0.0001674556,0.0003821311,0.0002080096,0.0002278996,0.001775627],"category_scores_gemma":[0.002334312,0.0001120039,0.0002232822,0.0008526394,0.0003187134,0.0003700208,0.0005737033,0.0001327811,0.0001566344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098933,"about_ca_system_score_gemma":0.0001042979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991247,"about_ca_topic_score_gemma":0.003509382,"domain_scores_codex":[0.9997674,0.0000584054,0.00001594256,0.00009813999,0.00003565657,0.00002451965],"domain_scores_gemma":[0.9992945,0.0002707351,0.0002017061,0.00008876963,0.00009235865,0.00005191237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007762983,0.00006425761,0.8500745,0.0003553612,0.0005757428,0.001144922,0.001546616,0.01393735,0.0540743,0.004631373,0.002283506,0.07053584],"study_design_scores_gemma":[0.000009082923,0.00007238876,0.9707987,0.0000192477,0.0000411,0.001172767,0.0003106345,0.01889976,0.001467704,0.005994095,0.001196381,0.00001802801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926582,0.0001939667,0.00513438,0.00004668588,0.000003367756,0.000009110752,0.001254274,0.00005106453,0.0006490226],"genre_scores_gemma":[0.9968856,0.00004993517,0.001765873,0.000005750811,0.000003750703,0.00001283414,0.001126928,0.00001165731,0.0001375782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001991247,"threshold_uncertainty_score":0.00594002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922958041222149,"score_gpt":0.2357942950367681,"score_spread":0.2065647146245466,"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."}}