{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02231859,0.0005364088,0.0009454366,0.00592918,0.003209766,0.007971322,0.0008978004,0.008150415,0.02452332],"category_scores_gemma":[0.02605699,0.0003117997,0.0007633062,0.01259573,0.01152666,0.006078646,0.00360959,0.004196503,0.0007207357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01659615,"about_ca_system_score_gemma":0.03939248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05866591,"about_ca_topic_score_gemma":0.09966792,"domain_scores_codex":[0.9835368,0.01112249,0.0004402624,0.0005456508,0.001987864,0.00236692],"domain_scores_gemma":[0.9638293,0.02485912,0.002214438,0.0008636969,0.002845299,0.005388154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002684696,0.0007243558,0.03805454,0.001460155,0.0003145347,0.000201187,0.00212345,0.002578804,0.0002685635,0.6841586,0.1649056,0.1049418],"study_design_scores_gemma":[0.0001258041,0.0003339323,0.05666164,0.003104843,0.0002116556,0.0001424748,0.01626129,0.001396094,0.0004132308,0.5503528,0.3708877,0.0001085064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01372137,0.1014724,0.0006410984,0.8098369,0.0038675,0.00004477976,0.0005775049,0.00003090492,0.06980751],"genre_scores_gemma":[0.6506277,0.1865701,0.001222957,0.1219449,0.02382552,0.0001668007,0.0004837094,0.0000424932,0.01511582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05866591,"threshold_uncertainty_score":0.1204141,"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."}}