{"id":"W2339144183","doi":"10.1056/nejm-jw.na36935","title":"Neurocognitive Impairment in Severely Mentally Ill Homeless People","year":2015,"lang":"en","type":"article","venue":"Journal watch","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Mentally ill; Psychiatry; Mental illness; Cognitive impairment; Medicine; Substance use; Clinical psychology; Mental health; Psychology; Gerontology; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.001137602,0.0001593528,0.0005214568,0.00008992038,0.000448596,0.00003428654,0.0001974968,0.0001609447,0.0003416649],"category_scores_gemma":[0.0001512461,0.0001275683,0.00007940457,0.0002854482,0.00002328744,0.0002532412,0.0001196606,0.001038901,0.0003904033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568368,"about_ca_system_score_gemma":0.0004492386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121798,"about_ca_topic_score_gemma":0.009830676,"domain_scores_codex":[0.9975494,0.0006543569,0.0005731382,0.0001716785,0.0004534528,0.00059802],"domain_scores_gemma":[0.9986112,0.0001590924,0.0002403663,0.000109184,0.0004768605,0.0004033192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198855,0.0004211087,0.6728176,0.00008301955,0.00004093623,0.0002813012,0.3183947,0.00001911933,0.00004622089,0.0002098769,0.004181942,0.003184289],"study_design_scores_gemma":[0.004518027,0.0003596234,0.5012515,0.0003343885,0.00002610891,0.00001088532,0.4759783,0.00006634709,0.00006226334,0.004944541,0.01209903,0.0003489383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876713,0.0001356965,0.00005031623,0.005239489,0.001148491,0.000418479,0.00001139559,0.00003240999,0.005292452],"genre_scores_gemma":[0.9966214,0.0004659321,0.00008549193,0.0005266303,0.0006006371,0.00004755712,0.000006147475,0.00003019163,0.001616058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715661,"threshold_uncertainty_score":0.5485748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06416307868756094,"score_gpt":0.4126422451493811,"score_spread":0.3484791664618201,"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."}}