{"id":"W3032419943","doi":"10.1101/2020.06.01.127688","title":"Reproducible functional connectivity endophenotype confers high risk of ASD diagnosis in a subset of individuals","year":2020,"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":"Université de Montréal; McGill University; Centre Hospitalier Universitaire Sainte-Justine; Institut Universitaire de Gériatrie de Montréal; Montreal Neurological Institute and Hospital","funders":"Compute Canada","keywords":"Endophenotype; Autism spectrum disorder; Autism; Psychology; Population; Neuroscience; Developmental psychology; Medicine; Cognition","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":[0.0004833183,0.0003577175,0.0003112855,0.0007218775,0.0002642107,0.0003815753,0.0001767224,0.0003148003,0.001155066],"category_scores_gemma":[0.002498392,0.0000931232,0.0002690702,0.0002564833,0.0002579742,0.0001639836,0.0005327701,0.0003724431,0.000108204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401088,"about_ca_system_score_gemma":0.0001439496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805548,"about_ca_topic_score_gemma":0.00256384,"domain_scores_codex":[0.9997026,0.00007799319,0.00001890341,0.0001259351,0.0000423465,0.00003221174],"domain_scores_gemma":[0.9992562,0.0002815695,0.0002251938,0.0001103385,0.00005896088,0.00006777095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004737354,0.00006901244,0.9406546,0.00001804753,0.0002582074,0.0007180578,0.0002644811,0.001164388,0.04365,0.0004814637,0.000357642,0.01189035],"study_design_scores_gemma":[0.000007551798,0.00008782317,0.9897864,0.000005699858,0.00007116052,0.001118643,0.0001131707,0.005783556,0.002094165,0.0007538853,0.000168784,0.000009189025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986433,0.00001649375,0.0009433995,0.00003164911,0.000001724877,0.0000036892,0.0002025527,0.00001092637,0.0001462878],"genre_scores_gemma":[0.9991967,0.00001031185,0.0005270857,0.000009076707,0.000002921324,0.000005591703,0.0001918407,0.000004791197,0.0000515224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805548,"threshold_uncertainty_score":0.00386411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435342006742989,"score_gpt":0.2366789685214714,"score_spread":0.1923255484540415,"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."}}