{"id":"W3014788885","doi":"10.1097/mcg.0000000000001336","title":"Climate Change","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"","keywords":"Climate change; Medicine; Extreme weather; Sanitation; Relocation; Global warming; Flooding (psychology); Coastal flood; Environmental health; Environmental planning; Geography; Ecology; Sea level rise","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009752035,0.00009266671,0.0004635854,0.00001887162,0.00003290429,0.000008232972,0.0002510232,0.00008576909,0.001986529],"category_scores_gemma":[0.000409551,0.00007064854,0.0001948884,0.00006561414,0.0001311452,0.0001798896,0.0001801272,0.0004163225,0.0004532286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001774945,"about_ca_system_score_gemma":0.000004845771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003323673,"about_ca_topic_score_gemma":0.00001462029,"domain_scores_codex":[0.9979997,0.0001885953,0.001068034,0.0001415477,0.0002062976,0.0003957798],"domain_scores_gemma":[0.9984313,0.0001191694,0.0006934057,0.00009215875,0.00001746155,0.0006465159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00110168,0.0001125536,0.9606187,0.00001089499,0.000007719063,0.0001034724,0.0002596621,0.000007509879,0.00006607005,0.000006265711,0.0166914,0.02101411],"study_design_scores_gemma":[0.001969813,0.006548332,0.9668938,0.00003005876,0.00003421438,0.000146143,0.00005741448,0.0002335892,0.000009373042,0.0001139625,0.02390646,0.00005685952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499737,0.00003261817,0.0001216427,0.04840541,0.0005821144,0.0000821985,0.000005581647,0.000009260563,0.0007874517],"genre_scores_gemma":[0.9310797,0.0008072048,0.0009062645,0.0655975,0.001593258,0.000001430114,7.451e-7,0.00001009303,0.000003789203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02095725,"threshold_uncertainty_score":0.9989258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2298142652595326,"score_gpt":0.4183183645637281,"score_spread":0.1885040993041956,"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."}}