{"id":"W6942355434","doi":"10.1371/journal.pone.0299824.s005","title":"Estimated prevalence of autism across countries.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism; Mental health; Depression (economics); Stigma (botany); Sample (material); Replicate; Developing country","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002175,0.0004366667,0.0003615513,0.003700886,0.0002624131,0.0004833526,0.0003922896,0.000419873,0.005561561],"category_scores_gemma":[0.002621534,0.0003005424,0.0009382032,0.002573546,0.0002277593,0.0004233935,0.0007437628,0.0005033126,0.001146108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182669,"about_ca_system_score_gemma":0.00034749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684171,"about_ca_topic_score_gemma":0.01416525,"domain_scores_codex":[0.9990686,0.0002393406,0.000228718,0.0002099237,0.0001761137,0.00007734801],"domain_scores_gemma":[0.9985287,0.0002368475,0.0007098589,0.00007430602,0.0003161765,0.0001340329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009412356,0.00002400502,0.974395,0.0006509839,0.0003930326,0.0001686998,0.0005673795,0.00022808,0.0003610706,0.0003352958,0.007851489,0.01493075],"study_design_scores_gemma":[0.000005790172,0.00002821142,0.9956404,0.0000861502,0.00005323385,0.0004321487,0.000477651,0.0001357028,0.00004478505,0.00004328315,0.003046675,0.000006013234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8473386,0.009685284,0.001081841,0.000487818,0.0001875803,0.0001841918,0.1296131,0.0001995931,0.01122202],"genre_scores_gemma":[0.9551236,0.003752815,0.002408715,0.0002401464,0.00003544586,0.0005169393,0.03526679,0.00003278294,0.002622865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02684171,"threshold_uncertainty_score":0.05337095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08441849795494231,"score_gpt":0.3759187438528818,"score_spread":0.2915002458979395,"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."}}