{"id":"W2165961525","doi":"10.1258/jrsm.2010.10k028","title":"Homelessness is a healthcare issue","year":2010,"lang":"en","type":"editorial","venue":"Journal of the Royal Society of Medicine","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; Health care; Computer science; World Wide Web; Medicine; Political science","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00422425,0.0004262342,0.002884179,0.00007441895,0.000831483,0.000007585733,0.001473091,0.00294611,0.00143438],"category_scores_gemma":[0.001639234,0.0002357935,0.001024533,0.0003273362,0.0006903032,0.00006119758,0.0003012609,0.008962055,0.0000201918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321406,"about_ca_system_score_gemma":0.002282076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364147,"about_ca_topic_score_gemma":0.001104792,"domain_scores_codex":[0.9934869,0.0007677231,0.002154671,0.0002542764,0.002727393,0.0006090793],"domain_scores_gemma":[0.9891674,0.002160189,0.004697333,0.000612679,0.003033449,0.0003289321],"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":[0.00007269165,0.00005535155,0.0008439577,0.00291874,0.0002543774,0.000003235243,0.09608074,0.000001333524,0.00001486297,0.00001672033,0.8978256,0.001912377],"study_design_scores_gemma":[0.002288324,0.0002853558,0.0005423758,0.006352862,0.0003195078,2.322914e-7,0.09887908,0.00001406452,0.0000176243,0.0004723481,0.8906376,0.0001905876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.009655016,0.006992946,0.0000398302,0.03386493,0.9482329,0.0004919121,0.00015064,0.00001828089,0.0005535391],"genre_scores_gemma":[0.05132164,0.00442408,0.0001340647,0.0009090095,0.93587,0.00001152638,0.00001749083,0.00008898659,0.0072232],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04166663,"threshold_uncertainty_score":0.9994785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253857980459305,"score_gpt":0.4011610776658119,"score_spread":0.3757752796198814,"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."}}