{"id":"W4386935676","doi":"10.1097/nr9.0000000000000031","title":"Need for continued improvements to our communities and buildings for health","year":2023,"lang":"en","type":"article","venue":"Interdisciplinary Nursing Research","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Health care; Key (lock); Environmental planning; Environmental health; Medicine; Public relations; Economic growth; Political science; Geography; Computer science; Economics; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005088276,0.0001553977,0.0003632287,0.0008155523,0.001523288,0.0002973594,0.0004016004,0.00008254745,0.000003765041],"category_scores_gemma":[0.0005520953,0.0001455148,0.00007585622,0.0007202564,0.0001221536,0.0003334805,0.0009661273,0.000233252,0.00004815189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936433,"about_ca_system_score_gemma":0.00006133885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116831,"about_ca_topic_score_gemma":0.0001868688,"domain_scores_codex":[0.9976218,0.00006440368,0.0004301044,0.0002970838,0.0002230038,0.001363581],"domain_scores_gemma":[0.9985763,0.0005107383,0.0001093907,0.0002682421,0.000442753,0.00009256443],"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":[0.0002815053,0.00005077992,0.0004084182,0.0005249826,0.00001349631,5.141507e-7,0.001639217,0.0000367658,0.0001481333,0.009737421,0.958802,0.02835673],"study_design_scores_gemma":[0.002124701,0.001035513,0.008084902,0.001286373,0.00001333853,0.000003611292,0.1323221,0.04083263,0.000009907725,0.1128241,0.7010633,0.0003995105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3986976,0.00005776001,0.001846823,0.5940878,0.0009559906,0.002188834,0.00005363463,0.0001878401,0.001923784],"genre_scores_gemma":[0.984314,0.00001233823,0.000722064,0.0116277,0.001467994,0.0006414388,0.0001538524,0.00005321401,0.001007416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5856164,"threshold_uncertainty_score":0.9997766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538916096406065,"score_gpt":0.5117667734212797,"score_spread":0.3578751637806732,"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."}}