{"id":"W4386326770","doi":"10.3389/fpsyt.2023.1251058","title":"Mindshift in autism: a call to professionals in research, clinical, and educational settings","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autism Canada","funders":"","keywords":"Autism; Psychology; Stigma (botany); Status quo; Inclusion (mineral); Perspective (graphical); Diversity (politics); Developmental psychology; Psychiatry; Social psychology; Sociology; Political 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":[0.06938703,0.001339796,0.003677787,0.00371715,0.023454,0.01802234,0.006270146,0.04802034,0.008283924],"category_scores_gemma":[0.09180915,0.001396996,0.002857682,0.001570151,0.06092661,0.04313303,0.03862969,0.0731568,0.003358918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008699431,"about_ca_system_score_gemma":0.05309399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008914758,"about_ca_topic_score_gemma":0.01918834,"domain_scores_codex":[0.9488556,0.03088955,0.003587795,0.00355755,0.007879698,0.005229654],"domain_scores_gemma":[0.775868,0.1223594,0.007755428,0.01003873,0.02304514,0.06093334],"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":[0.0001401839,0.0005745225,0.005942017,0.002160656,0.0001184022,0.008564343,0.2038847,0.0002474738,0.002349254,0.04363712,0.5163451,0.2160362],"study_design_scores_gemma":[0.0001014439,0.000238875,0.004084982,0.008168916,0.0001108738,0.01271463,0.3566668,0.0002884979,0.0006686967,0.1971629,0.4193777,0.0004158997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00180763,0.01025421,0.002013325,0.9789603,0.004687532,0.00002959121,0.000008446712,0.000114486,0.002124451],"genre_scores_gemma":[0.08014575,0.02900223,0.0237254,0.8502548,0.01079976,0.0004791981,0.00005440374,0.000235279,0.005303131],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06938703,"threshold_uncertainty_score":0.3669581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08573323759982347,"score_gpt":0.4574167137542675,"score_spread":0.371683476154444,"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."}}