{"id":"W4309047612","doi":"10.1016/j.hlpt.2022.100694","title":"Climate change, sustainability, and health services research","year":2022,"lang":"en","type":"article","venue":"Health Policy and Technology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Simon Fraser University","funders":"","keywords":"Climate change; Sustainability; Business; Health services; Health care; Environmental resource management; Healthcare delivery; Environmental planning; Natural resource economics; Environmental health; Medicine; Environmental science; Economic growth; Economics","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":[0.002636031,0.0001194136,0.0002553998,0.0004779176,0.002160534,0.0000190924,0.0001964118,0.00008499096,0.0001856451],"category_scores_gemma":[0.00003153667,0.0001200731,0.00001030709,0.00133076,0.0004106021,0.0001009684,0.001882982,0.0005354267,0.00002000305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012772,"about_ca_system_score_gemma":0.0001479781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03279368,"about_ca_topic_score_gemma":0.004217227,"domain_scores_codex":[0.9973571,0.0002499627,0.0002799964,0.0004252397,0.0002726606,0.001415055],"domain_scores_gemma":[0.9991037,0.00006796513,0.0001189496,0.000305799,0.00001719471,0.0003864425],"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":[0.00004860676,0.0002282185,0.1680879,0.002124273,0.00000312886,0.00001858715,0.0174068,0.000001771267,0.00001424265,0.07913221,0.004817186,0.728117],"study_design_scores_gemma":[0.001420641,0.005250234,0.236066,0.000154962,0.000003189818,0.000432218,0.0346792,0.0004656953,0.00001985449,0.2069748,0.514102,0.0004312086],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3758445,0.003048207,8.048699e-7,0.6189443,0.00004835795,0.0010927,0.00006175612,0.0001450475,0.0008143157],"genre_scores_gemma":[0.9647858,0.009384908,0.0000698475,0.02521284,0.00009814018,0.000346424,0.000010427,0.00001757401,0.00007407383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7276859,"threshold_uncertainty_score":0.9991385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139268572911996,"score_gpt":0.4822270812478385,"score_spread":0.3429585083358425,"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."}}