{"id":"W4286490392","doi":"10.1093/abm/kaac039","title":"Thinking Health-related Behaviors in a Climate Change Context: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Annals of Behavioral Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Université du Québec à Montréal; European Commission; Helsingin Yliopisto; Ministerio de Ciencia, Innovación y Universidades; Centres de Recerca de Catalunya","keywords":"Context (archaeology); Health psychology; Narrative; Climate change; Psychology; Narrative review; Public health; Medicine; Psychotherapist; Geography; Ecology; Biology; Literature; Art","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003671647,0.0006288904,0.004059032,0.0003338653,0.0002388425,0.000007195604,0.0006769812,0.0002492494,0.01558404],"category_scores_gemma":[0.00009370689,0.0004935114,0.000368474,0.001463893,0.0003284944,0.0002300792,0.0005502666,0.001086761,0.00009323358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419182,"about_ca_system_score_gemma":0.00008741377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008303148,"about_ca_topic_score_gemma":0.001657334,"domain_scores_codex":[0.9939253,0.0007097181,0.002553473,0.0006998379,0.001067273,0.001044406],"domain_scores_gemma":[0.996634,0.0001666461,0.002115166,0.0006049005,0.00002226449,0.0004570323],"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":[0.000009969691,0.0002640638,0.0002382339,0.01887091,0.00000674477,0.0001281046,0.01274241,3.309599e-8,1.682543e-7,0.0000126731,0.01544593,0.9522808],"study_design_scores_gemma":[0.000384409,0.001651257,0.000282882,0.187016,0.0003441036,0.00008342971,0.001569208,3.273543e-7,1.306461e-7,0.00004121355,0.8082146,0.0004124468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000476537,0.9880177,4.100195e-8,0.006801789,0.0003938421,0.003689639,0.0001825461,0.00004532201,0.0003926264],"genre_scores_gemma":[0.0001102392,0.9911213,0.00001099107,0.007027151,0.00007926259,0.0009418822,0.0005881913,0.00007396487,0.00004704007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9518683,"threshold_uncertainty_score":0.9997516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.461251506067291,"score_gpt":0.5147101323774173,"score_spread":0.05345862631012627,"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."}}