{"id":"W4292236213","doi":"10.3389/fnmol.2022.932305","title":"Disease similarity network analysis of Autism Spectrum Disorder and comorbid brain disorders","year":2022,"lang":"en","type":"article","venue":"Frontiers in Molecular Neuroscience","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Hospital for Sick Children; Autism Speaks","keywords":"Autism spectrum disorder; Disease; Neuroscience; Psychology; Similarity (geometry); Psychiatry; Autism; Medicine; Computer science; Artificial intelligence; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217347,0.000531651,0.0005725502,0.007252405,0.0006427216,0.0007011239,0.0005123844,0.0006156235,0.001344604],"category_scores_gemma":[0.005982286,0.0001572709,0.0009849431,0.003580478,0.0003584963,0.0005204069,0.001272613,0.0003834984,0.0001648276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007348711,"about_ca_system_score_gemma":0.0006342923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007111025,"about_ca_topic_score_gemma":0.007173995,"domain_scores_codex":[0.9986658,0.0003625694,0.0001506435,0.0004593704,0.0002347389,0.0001269231],"domain_scores_gemma":[0.9975574,0.001118416,0.0006337984,0.0001901649,0.0002860085,0.0002141663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001209383,0.0003636556,0.7946746,0.001041847,0.002804053,0.002736473,0.001097103,0.07563221,0.01800499,0.009994322,0.01011113,0.08233021],"study_design_scores_gemma":[0.0001154276,0.0003249033,0.4246867,0.0001113011,0.0008992227,0.00327203,0.0007797238,0.5356539,0.002851473,0.02132725,0.009906865,0.00007113498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514106,0.002056937,0.0318353,0.0003657202,0.00005419402,0.0002212397,0.01189504,0.0003555461,0.00180549],"genre_scores_gemma":[0.9678857,0.0003739492,0.01656223,0.00005636179,0.00004252404,0.0001408366,0.01458506,0.00002266692,0.0003305607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007252405,"threshold_uncertainty_score":0.01413924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030499744027544,"score_gpt":0.2590879723408907,"score_spread":0.2487829749006153,"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."}}