{"id":"W2020217683","doi":"10.1371/journal.pone.0035207","title":"Social, Structural and Behavioral Determinants of Overall Health Status in a Cohort of Homeless and Unstably Housed HIV-Infected Men","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute on Drug Abuse; National Institutes of Health; National Institute of Mental Health; McMaster University","keywords":"Mental health; Medicine; Cohort; Population; Confounding; Demography; Gerontology; Cohort study; Marginal structural model; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006859714,0.0002447251,0.0002119882,0.0005063672,0.0006718372,0.0006018641,0.0004476441,0.0004200792,0.001071411],"category_scores_gemma":[0.001498717,0.0003220104,0.0004110599,0.0004769583,0.0003533992,0.0003973515,0.0006173683,0.0006422012,0.000138173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845619,"about_ca_system_score_gemma":0.0003596125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01955745,"about_ca_topic_score_gemma":0.02118923,"domain_scores_codex":[0.9997879,0.00006371445,0.00001400315,0.00004210578,0.00003499147,0.00005737253],"domain_scores_gemma":[0.9994255,0.0000889534,0.0002066052,0.00006691082,0.00004956723,0.0001625049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005567669,0.00005181226,0.9991744,0.000002166415,0.00002213042,0.000030476,0.0001342176,0.00001859724,0.00005461183,0.000008075967,0.00002965554,0.000418026],"study_design_scores_gemma":[0.000005420132,0.0001084885,0.9991484,0.000003263563,0.00001767389,0.00006802204,0.0003692106,0.0001926276,0.00001729495,0.00001416585,0.00005362436,0.000001795281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997739,0.00004397974,0.00001954756,0.0000160761,0.000001415553,0.000004098141,0.00008720306,7.387563e-7,0.00005307363],"genre_scores_gemma":[0.9997398,0.00002605451,0.00003181554,0.00001390946,0.000002901587,0.000004649773,0.0001035907,4.566777e-7,0.00007682644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01955745,"threshold_uncertainty_score":0.0388872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09596330400314011,"score_gpt":0.4066913773465435,"score_spread":0.3107280733434034,"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."}}