{"id":"W4284991023","doi":"10.1002/aur.2777","title":"Representativeness of autistic samples in studies recruiting through social media","year":2022,"lang":"en","type":"article","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Rivière-des-Prairies; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"H. Lundbeck A/S; Lundbeckfonden","keywords":"Representativeness heuristic; Autism; Psychology; Social media; Autistic spectrum disorder; Data science; Developmental psychology; Computer science; Social psychology; World Wide Web","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003986783,0.0001787146,0.0004824413,0.0006896245,0.001376388,0.00004814879,0.001201523,0.00005961948,0.0008414901],"category_scores_gemma":[0.008514984,0.0001906624,0.00008712018,0.003573919,0.001540728,0.000265646,0.002841292,0.001588256,0.00004255756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071211,"about_ca_system_score_gemma":0.0004163216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008098545,"about_ca_topic_score_gemma":0.0002746824,"domain_scores_codex":[0.9896624,0.004628821,0.0005997535,0.0009113735,0.002948815,0.001248819],"domain_scores_gemma":[0.9911134,0.008155192,0.0001434575,0.0004787983,0.00004748216,0.00006170134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002627754,0.0004710292,0.003583215,0.0002013218,0.00002756514,0.0006357315,0.07986416,0.0001451236,0.05492384,0.8519312,0.001434586,0.006519492],"study_design_scores_gemma":[0.001787566,0.0003330597,0.05984277,0.00008230761,0.000007450933,0.0000504706,0.03695408,0.0004778686,0.04992057,0.846185,0.003925891,0.0004330228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693217,0.001441986,0.00007578727,0.01785511,0.0003218236,0.001084445,0.0001718094,0.00009400354,0.009633303],"genre_scores_gemma":[0.9983311,0.0003558498,0.0001558336,0.00005551808,0.00003940059,0.0005626726,0.000007751962,0.00004485657,0.0004470415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05625956,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4952150532445524,"score_gpt":0.5068619767632837,"score_spread":0.01164692351873131,"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."}}