{"id":"W4387363470","doi":"10.1016/j.msard.2023.105046","title":"Social network size and mental health outcomes in youth with neuroinflammatory disorders","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Mental health; Quality of life (healthcare); Psychiatry; Clinical psychology; Social support; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004743372,0.0003546053,0.0003346102,0.0007894954,0.0007751461,0.001122731,0.0004586055,0.0006898136,0.002785561],"category_scores_gemma":[0.002910872,0.0002381985,0.000877189,0.0009219592,0.0004066347,0.0008173948,0.001139811,0.001403214,0.0002307513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007318109,"about_ca_system_score_gemma":0.0007185534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03312653,"about_ca_topic_score_gemma":0.04977157,"domain_scores_codex":[0.9995407,0.00009283216,0.00003645525,0.00006553397,0.0000625268,0.0002019832],"domain_scores_gemma":[0.9980469,0.0001967815,0.0008139832,0.00005692428,0.0001254707,0.0007598704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009690278,0.0001074273,0.9981086,0.000008226153,0.00008018229,0.00006709539,0.00009539707,0.00004043868,0.00003928785,0.00002973744,0.0001104961,0.001216024],"study_design_scores_gemma":[0.000002348308,0.00004744049,0.9994406,0.000006308741,0.000026318,0.00003505683,0.0002691765,0.00006684033,0.0000121016,0.00002317305,0.00006819779,0.000002456674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982373,0.0005003687,0.000020702,0.0001768175,0.00001977445,0.000004916865,0.0003712202,0.00000306281,0.0006659338],"genre_scores_gemma":[0.9991803,0.000201551,0.00001797446,0.0000242583,0.00002163885,0.00000498795,0.0002521178,0.000001057289,0.0002960326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03312653,"threshold_uncertainty_score":0.06586742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518200212192466,"score_gpt":0.2534271033118096,"score_spread":0.2382451011898849,"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."}}