{"id":"W6992789096","doi":"","title":"Mental Health After Injury: How Neighborhoods Impact Recovery","year":2022,"lang":"en","type":"article","venue":"Syracuse University Libraries (Syracuse University)","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; Context (archaeology); Quarter (Canadian coin); Quality of life (healthcare); Occupational safety and health; Emergency department; Suicide prevention; Poison control","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003635424,0.0005948061,0.0007045664,0.002089752,0.002060189,0.0002311964,0.001938085,0.0002139949,0.01770741],"category_scores_gemma":[0.00003938842,0.00072771,0.0005564095,0.002778874,0.0005811772,0.002438073,0.002356315,0.001190336,0.0002660576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907243,"about_ca_system_score_gemma":0.00112238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806818,"about_ca_topic_score_gemma":0.0001640059,"domain_scores_codex":[0.9945917,0.001637772,0.0002815242,0.001142121,0.0008804608,0.001466415],"domain_scores_gemma":[0.9971927,0.000280588,0.0003754111,0.001302166,0.00009494292,0.0007542405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03495876,0.004979835,0.09527782,0.000226877,0.004686033,0.008064206,0.0538347,0.0001687977,0.0001937545,0.2011778,0.5703355,0.02609587],"study_design_scores_gemma":[0.004895374,0.00229585,0.02314776,0.00005104087,0.0001277944,0.00009228865,0.06603768,0.00007287459,0.00004411574,0.0005785612,0.9014367,0.001220002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555173,0.001111874,0.0007847068,0.01885905,0.001982477,0.002296254,0.008786848,0.001178695,0.1094828],"genre_scores_gemma":[0.9044411,0.0002461922,0.000594591,0.000684751,0.00009770934,0.00000413078,0.0005037125,0.000117731,0.09331004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3311011,"threshold_uncertainty_score":0.9995174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219601548094406,"score_gpt":0.2727263485113658,"score_spread":0.2507661937019253,"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."}}