{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484562,0.0002624352,0.0003748714,0.001158591,0.002600656,0.001046273,0.0007203351,0.0002637156,0.001819571],"category_scores_gemma":[0.001566644,0.0002224454,0.0005285416,0.002411976,0.0005208694,0.0004306817,0.001173452,0.0008759504,0.0001325934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01710771,"about_ca_system_score_gemma":0.02878314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912454,"about_ca_topic_score_gemma":0.9967129,"domain_scores_codex":[0.9994925,0.0000280698,0.00003955103,0.00006457739,0.000168045,0.0002072693],"domain_scores_gemma":[0.9987181,0.00005184374,0.0002508615,0.00002393191,0.0005574696,0.0003977724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001988296,0.00003435537,0.9937948,0.00003244896,0.00001446384,0.0001144213,0.001026024,0.00002277683,0.00005304941,0.00005406595,0.0006472196,0.004186451],"study_design_scores_gemma":[0.000004249157,0.00001750227,0.9965543,0.00007012644,0.000009940837,0.00006806312,0.002718388,0.00006927659,0.0000169847,0.00002076772,0.0004452628,0.000005264184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926692,0.001118434,0.00006277401,0.0005649208,0.00001699057,0.00009184804,0.002987458,0.000005587372,0.002482673],"genre_scores_gemma":[0.9956114,0.001717071,0.0001467635,0.0002823564,0.000006609126,0.00003537436,0.001418521,0.000002660308,0.0007792572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710771,"threshold_uncertainty_score":0.1241257,"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."}}