{"id":"W2527618362","doi":"10.1097/ede.0000000000000570","title":"Commentary","year":2016,"lang":"en","type":"article","venue":"Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007438854,0.00112228,0.001639583,0.002363111,0.003229344,0.0069515,0.005082093,0.01629558,0.374146],"category_scores_gemma":[0.06678253,0.0006572314,0.002527696,0.001878405,0.002283132,0.005722906,0.004561299,0.01112123,0.107692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00623772,"about_ca_system_score_gemma":0.02012412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006958459,"about_ca_topic_score_gemma":0.007562024,"domain_scores_codex":[0.992056,0.002405136,0.0007108203,0.0009362399,0.002731335,0.001160399],"domain_scores_gemma":[0.9687033,0.01262831,0.00139419,0.001904323,0.01178357,0.003586378],"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":[0.00003067799,0.000006767244,0.0000242,0.0008902775,0.00001085774,0.00007481457,0.00005790448,0.00001414031,0.00001654329,0.00324541,0.980778,0.01485043],"study_design_scores_gemma":[0.00003127916,0.000008493209,0.00009649814,0.003036429,0.00001222995,0.0001161336,0.000103489,0.00001257765,0.00002893183,0.002518983,0.9940281,0.000006938715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003268701,0.03105543,0.0007074006,0.5028175,0.282081,0.0004483605,0.004617017,0.0004064556,0.17754],"genre_scores_gemma":[0.006364053,0.03161709,0.0009493494,0.6685614,0.09072142,0.001068995,0.003468192,0.0004823896,0.1967671],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.374146,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439549211671015,"score_gpt":0.3811292973429484,"score_spread":0.2371743761758468,"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."}}