{"id":"W4406993255","doi":"10.1161/str.56.suppl_1.wp305","title":"Abstract WP305: Childhood Trauma Exposure, Loneliness, Mental Health, and Stroke Recovery: Findings From The STRONG Study","year":2025,"lang":"en","type":"article","venue":"Stroke","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Loneliness; Stroke (engine); Mental health; Psychiatry","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":[0.00497587,0.0004315542,0.0005673671,0.001087741,0.0009530168,0.001229442,0.0009024612,0.0006348687,0.00554692],"category_scores_gemma":[0.009300276,0.0004354161,0.001269423,0.001515952,0.0005986742,0.001058814,0.002707604,0.0009570586,0.0006127108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423465,"about_ca_system_score_gemma":0.0008074324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007867698,"about_ca_topic_score_gemma":0.01107972,"domain_scores_codex":[0.9978858,0.001123655,0.0003015156,0.0002008747,0.0002972302,0.0001908357],"domain_scores_gemma":[0.9912018,0.002799097,0.002905854,0.001055624,0.0009783143,0.001059364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003679144,0.0001563137,0.9894866,0.0002708618,0.0007328319,0.0001659393,0.001258348,0.00003651225,0.0001170364,0.00009686273,0.002853026,0.004457742],"study_design_scores_gemma":[0.00003169196,0.000141014,0.9966506,0.0001005002,0.000223377,0.0001609311,0.001639122,0.0000402828,0.0000274796,0.0000504126,0.0009250926,0.000009499096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907884,0.0009642988,0.0001393866,0.0009172189,0.0000388013,0.0001185104,0.004850778,0.000007173263,0.002175338],"genre_scores_gemma":[0.9950107,0.0006216557,0.0001995143,0.0003418306,0.00009302314,0.0002270991,0.002822732,0.000006959697,0.0006764071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007867698,"threshold_uncertainty_score":0.02631521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961844840019833,"score_gpt":0.3778843309537431,"score_spread":0.3382658825535447,"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."}}