{"id":"W2320456239","doi":"10.1192/apt.bp.112.010801","title":"Changing diagnostic practices: autism spectrum disorder","year":2014,"lang":"en","type":"article","venue":"Advances in Psychiatric Treatment","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; SickKids Foundation; Chedoke Hospital; Hospital for Sick Children","funders":"","keywords":"Nosology; Psychopathology; Psychology; Lexicon; Autism spectrum disorder; Medical diagnosis; Psychiatry; Autism; Cognition; Spectrum disorder; Clinical psychology; Cognitive psychology; Medicine; Artificial intelligence; Computer science","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":[0.01372053,0.0004837296,0.0003878,0.006363369,0.001883501,0.002765879,0.002246558,0.002449687,0.006916315],"category_scores_gemma":[0.07214252,0.0002250985,0.0003751427,0.002462005,0.003904938,0.004421112,0.004443645,0.004778183,0.002301791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00534995,"about_ca_system_score_gemma":0.007094369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160841,"about_ca_topic_score_gemma":0.02302152,"domain_scores_codex":[0.9894015,0.004298719,0.002498404,0.0009880648,0.002426359,0.0003868883],"domain_scores_gemma":[0.9335395,0.02253731,0.007210978,0.002438518,0.02840788,0.005865862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005261081,0.00003059665,0.02209601,0.001143999,0.00002846668,0.001303553,0.004913288,0.0001913752,0.0004459526,0.01742529,0.491555,0.4608139],"study_design_scores_gemma":[0.00002274718,0.00008842107,0.06617438,0.0122522,0.00005190194,0.01407747,0.01974003,0.0006938115,0.0005873352,0.0548681,0.8313096,0.0001340656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01117465,0.06271692,0.005367649,0.8798068,0.01459285,0.00005862386,0.0006449015,0.0004468261,0.02519077],"genre_scores_gemma":[0.3880691,0.2133945,0.03024733,0.3060006,0.03823834,0.0003480584,0.003458334,0.0006217089,0.01962208],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0160841,"threshold_uncertainty_score":0.07256198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741993213037064,"score_gpt":0.3310708902032649,"score_spread":0.3136509580728943,"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."}}