{"id":"W2616029603","doi":"10.1186/s13229-017-0145-9","title":"The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation","year":2017,"lang":"en","type":"article","venue":"Molecular Autism","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"Innovative Medicines Initiative; National Institute for Health and Care Research; Medical Research Council; European Federation of Pharmaceutical Industries and Associations; European Commission; Autism Speaks","keywords":"Autism spectrum disorder; Autism; Observational study; Cohort; Medicine; Neuropsychology; Clinical psychology; Psychiatry; Cohort study; Longitudinal study; Pediatrics; Cognition","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":[0.01479157,0.001084717,0.0009085642,0.002479074,0.001263389,0.001918719,0.002339837,0.001471738,0.002746129],"category_scores_gemma":[0.01640891,0.000754923,0.001070112,0.002305534,0.0008052265,0.001043128,0.007257306,0.001354024,0.001240375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829879,"about_ca_system_score_gemma":0.005056994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01498866,"about_ca_topic_score_gemma":0.01081422,"domain_scores_codex":[0.9927521,0.003871728,0.0008477289,0.001108963,0.0009584555,0.0004611009],"domain_scores_gemma":[0.9888136,0.001975143,0.002723499,0.001882111,0.002755395,0.001850236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003452002,0.0004752348,0.9241801,0.0009574416,0.0007856683,0.00103559,0.004965278,0.001101748,0.0009151808,0.002098541,0.02478675,0.03524652],"study_design_scores_gemma":[0.0004886007,0.0006341475,0.9705513,0.0005695787,0.0002608662,0.001364035,0.0009674333,0.0005292254,0.0003797345,0.0007183209,0.02348802,0.00004872443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845261,0.00490573,0.01201207,0.001996193,0.0001884269,0.005832236,0.1201186,0.0002910658,0.00939465],"genre_scores_gemma":[0.7958287,0.002586426,0.0303992,0.001404933,0.0002614999,0.03847324,0.1256621,0.0002643851,0.005119544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498866,"threshold_uncertainty_score":0.07822621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09549184775916092,"score_gpt":0.3907133553500865,"score_spread":0.2952215075909256,"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."}}