{"id":"W4386334011","doi":"10.1016/j.cell.2023.08.004","title":"Bridge-building between communities: Imagining the future of biomedical autism research","year":2023,"lang":"en","type":"article","venue":"Cell","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"European Commission; King's College London; Department of Health and Social Care; National Institute for Health and Care Research; Autism Speaks; Simons Foundation Autism Research Initiative; Medical Research Council; European Federation of Pharmaceutical Industries and Associations","keywords":"Conceptualization; Autism; Bridge (graph theory); Participatory action research; Citizen journalism; Biology; Cognitive science; Engineering ethics; Sociology; Developmental psychology; Psychology; World Wide Web; Computer science; Anthropology; Artificial intelligence; Engineering","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":[0.01631603,0.0006226128,0.0009189633,0.002688294,0.007878015,0.01125359,0.002864717,0.006796557,0.01241637],"category_scores_gemma":[0.02067864,0.000451159,0.0006174039,0.001591388,0.04730347,0.03060739,0.01255614,0.006982395,0.001500317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004070428,"about_ca_system_score_gemma":0.01118748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004529105,"about_ca_topic_score_gemma":0.007385966,"domain_scores_codex":[0.9939704,0.004273435,0.00009561981,0.0005079263,0.0006123997,0.0005402308],"domain_scores_gemma":[0.9815226,0.01104458,0.0007610049,0.001623344,0.001863875,0.003184641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001271833,0.00006675249,0.00225209,0.0003827095,0.00003074575,0.0003195748,0.03790697,0.0004858238,0.0006178789,0.8808173,0.02441908,0.05257385],"study_design_scores_gemma":[0.00002890568,0.0000371087,0.0005529691,0.0003431488,0.00001340831,0.0001433427,0.03864665,0.0003566788,0.0002040352,0.8673026,0.09235568,0.00001555697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05285626,0.05259662,0.03749536,0.7171465,0.004385712,0.0001046131,0.000194827,0.0001762094,0.1350439],"genre_scores_gemma":[0.9096821,0.02751683,0.02392689,0.02725814,0.001351737,0.0002947611,0.0001280581,0.0001133039,0.009728184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01631603,"threshold_uncertainty_score":0.08628845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244422942596404,"score_gpt":0.3987957194453957,"score_spread":0.2743534251857553,"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."}}