{"id":"W2991298179","doi":"10.23889/ijpds.v4i3.1229","title":"Exploratory Research on the Health and Social Outcomes of Public Housing","year":2019,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Public housing; Government (linguistics); Public health; Cohort; Emergency department; Exploratory research; Criminal justice; Medicine; Economic Justice; Business; Demography; Gerontology; Environmental health; Medical emergency; Psychology; Political science; Economics; Nursing; Economic growth; Sociology; Criminology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007033988,0.0002932369,0.000273355,0.001898595,0.001368742,0.001399334,0.000643535,0.0003115159,0.006171053],"category_scores_gemma":[0.01452667,0.000144423,0.0004740838,0.002579585,0.001678761,0.00107215,0.001835569,0.0005859444,0.0003619296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189957,"about_ca_system_score_gemma":0.002098128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008429186,"about_ca_topic_score_gemma":0.01276993,"domain_scores_codex":[0.9955016,0.003486652,0.00008316219,0.0001701765,0.000339949,0.0004183674],"domain_scores_gemma":[0.9824511,0.01140871,0.003222975,0.0007378705,0.001406117,0.0007731721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002411086,0.000940369,0.8928553,0.0004149615,0.0001157168,0.0004297142,0.04339649,0.0006652576,0.0003644946,0.01060001,0.002473972,0.04750258],"study_design_scores_gemma":[0.00002315486,0.0008534671,0.9018534,0.0002322633,0.00003974731,0.0001772483,0.08583,0.0006582089,0.0003174181,0.003918948,0.006078022,0.00001802331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864752,0.000333376,0.0008625187,0.0007091506,0.00000990343,0.000197943,0.0009042959,0.000009522973,0.01049829],"genre_scores_gemma":[0.9974105,0.0002142126,0.0009026944,0.0001042177,0.00001370735,0.000379144,0.0003225448,0.000003050591,0.0006498606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008429186,"threshold_uncertainty_score":0.03719974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5133545564755552,"score_gpt":0.5680958035699084,"score_spread":0.05474124709435324,"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."}}