{"id":"W4389856120","doi":"10.1111/add.16415","title":"Commentary on Booth <i>et al</i>.: Measuring the health burden of homelessness","year":2023,"lang":"en","type":"article","venue":"Addiction","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; Suicide Prevention Australia; University of Melbourne","keywords":"Unemployment; Context (archaeology); Public health; Medicine; Environmental health; Gerontology; Psychiatry; Psychology; Economic growth; Geography; Economics; Nursing","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":[0.001360789,0.0001023479,0.0003091109,0.00009281566,0.0008947509,0.000006590266,0.000142605,0.00006274406,0.0001015795],"category_scores_gemma":[0.0000396367,0.00007458774,0.00005756356,0.0003942076,0.00004379337,0.00008059704,0.00007169934,0.0003885048,0.0001722252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226616,"about_ca_system_score_gemma":0.00009496548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007664314,"about_ca_topic_score_gemma":0.002878778,"domain_scores_codex":[0.9981021,0.0007173232,0.0003634401,0.0001618129,0.0003240288,0.0003312472],"domain_scores_gemma":[0.9989561,0.0004348408,0.000220132,0.0002517743,0.00007230456,0.00006480225],"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":[0.0002952544,0.0002106106,0.04465801,0.0004727015,0.0002443655,0.000007551195,0.327529,0.0008526958,0.0005649392,0.01074728,0.4937047,0.1207129],"study_design_scores_gemma":[0.001358881,0.0003393354,0.1010322,0.001065578,0.00002868218,9.297563e-8,0.2661268,0.0006133652,0.0002690471,0.0008588979,0.6280568,0.0002503826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177353,0.0003393208,0.00008248002,0.07629836,0.001387518,0.0006743904,0.00007921747,0.000294832,0.003108616],"genre_scores_gemma":[0.9870813,0.001081505,0.00000606689,0.01112738,0.0003017799,0.0001159579,0.00009461068,0.00002580723,0.0001656212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134352,"threshold_uncertainty_score":0.9989437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994953848578559,"score_gpt":0.3938146494145845,"score_spread":0.3338651109287989,"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."}}