{"id":"W4306377440","doi":"10.3390/disabilities2040043","title":"Psychopathology among Emerging Adults with Learning Disabilities in Canada","year":2022,"lang":"en","type":"article","venue":"Disabilities","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychosocial; Mental health; Psychopathology; Logistic regression; Odds; Distress; Clinical psychology; Young adult; Psychological distress; Psychology; Psychiatry; Medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006049172,0.00019881,0.0003499137,0.00009330221,0.001221522,0.000004286968,0.0002131199,0.00006117272,0.002681501],"category_scores_gemma":[0.0005437016,0.0001808492,0.00004008283,0.0003488403,0.0001646293,0.0001118216,0.0001808802,0.001593804,0.0000154554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724721,"about_ca_system_score_gemma":0.00199073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.884626,"about_ca_topic_score_gemma":0.9733792,"domain_scores_codex":[0.9962856,0.00143736,0.0006000223,0.0004093598,0.0004138278,0.0008538938],"domain_scores_gemma":[0.9978582,0.001491048,0.0001471039,0.0003007793,0.0000624159,0.0001404837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002029937,0.0000312185,0.9295141,0.0005015426,0.000003415047,0.000007950261,0.0665619,0.0005584836,1.954792e-7,0.0003652975,0.001601992,0.0006509867],"study_design_scores_gemma":[0.0006032729,0.00009468512,0.3426398,0.00007545956,0.000004106533,0.00000175218,0.6493301,0.0001565734,1.66486e-7,0.0001595547,0.006760926,0.0001735398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923381,0.0002463733,0.000004533851,0.001917913,0.0006932017,0.0007386709,0.00006812203,0.00008217829,0.003910945],"genre_scores_gemma":[0.9959096,0.00002853517,0.00001785975,0.0003990717,0.0002494795,0.0007051997,0.00007007755,0.00003772034,0.00258251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5868742,"threshold_uncertainty_score":0.9982302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564838655774922,"score_gpt":0.3390808294115878,"score_spread":0.3134324428538386,"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."}}