{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003477794,0.0001498797,0.0002923585,0.002017925,0.0001360826,0.00005811854,0.0005893374,0.0001839388,0.00005563742],"category_scores_gemma":[0.002008943,0.0001558393,0.00003979842,0.004090221,0.0003421927,0.0001819147,0.0004204715,0.001291324,0.0001726161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207748,"about_ca_system_score_gemma":0.0008742462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000154104,"about_ca_topic_score_gemma":0.0008348516,"domain_scores_codex":[0.9957697,0.0009868279,0.0006368795,0.0009302542,0.0007463613,0.0009299105],"domain_scores_gemma":[0.998723,0.0006205332,0.00005470388,0.0003730184,0.000009793167,0.0002189692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008765049,0.0003748737,0.7057886,0.00004921035,0.000001387897,0.00001998646,0.001304232,0.000005937399,0.00004098854,0.01174733,0.2792395,0.001340337],"study_design_scores_gemma":[0.00098345,0.00008381191,0.814009,0.0003028795,6.547696e-7,0.000002898905,0.001041683,0.0008588376,0.00002708747,0.1793087,0.003200657,0.0001803744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770206,0.0003149952,0.00001414263,0.2170242,0.003336209,0.0008235518,0.00001498867,0.00003240781,0.001418822],"genre_scores_gemma":[0.9898467,0.0001817836,0.004864616,0.002016282,0.0001098832,0.0003546788,0.000006515897,0.00004009781,0.002579428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760389,"threshold_uncertainty_score":0.6354942,"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."}}