{"id":"W3131915530","doi":"10.3389/fpsyt.2021.621659","title":"Pattern Unifies Autism","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Autism; Psychology; Rubric; Perception; Cognition; Causation; Social cognition; Cognitive psychology; Developmental psychology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136915,0.0001445381,0.0001879099,0.0002081562,0.0001144021,0.00007057786,0.0003980455,0.00009424394,0.0003363551],"category_scores_gemma":[0.00009334116,0.0001565249,0.00007063175,0.0008122981,0.0001274275,0.0001606293,0.0001506308,0.000417448,0.0001417751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000623699,"about_ca_system_score_gemma":0.0002546493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002838727,"about_ca_topic_score_gemma":0.00009376333,"domain_scores_codex":[0.998152,0.0001974331,0.0002281306,0.000551762,0.0003600166,0.0005106505],"domain_scores_gemma":[0.9993383,0.00003231319,0.00004445022,0.0004910805,0.000004211916,0.00008965885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003456059,0.0005055589,0.6380825,0.00009264458,0.0000142973,0.0003566524,0.0006877146,0.00003395005,0.001912428,0.1373429,0.1995194,0.02141744],"study_design_scores_gemma":[0.002286955,0.0001017196,0.2442053,0.0001334557,0.00001235472,0.0001171165,0.001173545,0.002384432,0.01508758,0.6941711,0.03952922,0.0007972737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5888305,0.009691403,0.05630229,0.1645002,0.06586615,0.0007700138,0.00007254566,0.000531842,0.1134351],"genre_scores_gemma":[0.9907962,0.000343709,0.004497577,0.001757437,0.00007648436,0.00002171059,0.000004001098,0.00003538498,0.002467459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5568281,"threshold_uncertainty_score":0.63829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542368514718022,"score_gpt":0.2728238940424044,"score_spread":0.2574002088952242,"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."}}