{"id":"W6887761275","doi":"10.17605/osf.io/34qsv","title":"Associations between predictor variables and mental health difficulties among autistic and non-autistic UK undergraduate students","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Suicidal ideation; Population; Psychological resilience; Interpersonal communication; Cognition; Interpersonal relationship","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":[0.0008883892,0.0004450298,0.0005826317,0.001339155,0.000835179,0.001433119,0.0006945878,0.0009163088,0.004501268],"category_scores_gemma":[0.005717294,0.0003792072,0.001088613,0.001071668,0.0007942458,0.0004938735,0.001753706,0.001570043,0.0005738553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091082,"about_ca_system_score_gemma":0.0009764591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03562401,"about_ca_topic_score_gemma":0.05588017,"domain_scores_codex":[0.9991977,0.0001637577,0.0001525382,0.0001279,0.0001750201,0.0001831697],"domain_scores_gemma":[0.9959071,0.00087215,0.001623764,0.0001722848,0.0003334933,0.001091294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004413952,0.00003254626,0.9981701,0.00002247272,0.00002901852,0.00007222108,0.0003122036,0.00001052282,0.00004141316,0.0000150814,0.0001749757,0.001075281],"study_design_scores_gemma":[0.000003000654,0.00004528561,0.9986709,0.00004363643,0.00001718507,0.00009740454,0.000931657,0.00004669689,0.00001184517,0.00001445441,0.0001138688,0.000004075227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988696,0.0002902044,0.00001432605,0.0001543723,0.00001714999,0.000008525417,0.0002472478,0.000002435501,0.0003960808],"genre_scores_gemma":[0.9990877,0.000195295,0.00005754488,0.00004888114,0.00001070949,0.00001699712,0.0002863759,0.000001973072,0.0002945751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03562401,"threshold_uncertainty_score":0.07083327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295443741506945,"score_gpt":0.3492569869517877,"score_spread":0.3263025495367182,"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."}}