{"id":"W2396405647","doi":"","title":"Healthy toronto by design: The role of public health in shaping a healthy city","year":2013,"lang":"en","type":"article","venue":"141st APHA Annual Meeting and Exposition (November 2 - November 6, 2013)","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Public health; Environmental health; Political science; Public relations; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002055967,0.0003553145,0.0006440817,0.000118997,0.0003485493,0.00006940074,0.0001661077,0.000174903,0.0003443147],"category_scores_gemma":[0.00005273972,0.0002858727,0.0001002809,0.000278334,0.0001684831,0.000554368,0.0001798522,0.0003770257,0.0000551051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213721,"about_ca_system_score_gemma":0.0001732524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05487267,"about_ca_topic_score_gemma":0.002236628,"domain_scores_codex":[0.996316,0.000487189,0.001030931,0.0006015336,0.0005067794,0.00105755],"domain_scores_gemma":[0.9982386,0.0001842335,0.0003874221,0.0004510561,0.0001095756,0.0006291197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001381204,0.005944365,0.1199036,0.002328766,0.0004903895,0.00002094048,0.03885547,0.0001208673,0.006884078,0.001872526,0.2987369,0.5234608],"study_design_scores_gemma":[0.0220279,0.02186462,0.2924787,0.00422879,0.0002619104,0.0004393141,0.1606426,0.01118059,0.002723173,0.002526511,0.4779947,0.003631164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784706,0.02023823,0.001162775,0.08461443,0.0003025574,0.003447494,0.0001058352,0.0001379335,0.01152011],"genre_scores_gemma":[0.9795708,0.001945098,0.001313129,0.01624343,0.0001714247,0.0002150333,0.0001161833,0.00005314585,0.0003717543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5198296,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839481280775747,"score_gpt":0.2886604066766645,"score_spread":0.250265593868907,"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."}}