{"id":"W4386154257","doi":"10.1093/ije/dyad115","title":"Reducing the risks of nuclear war: the role of health professionals","year":2023,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Bulletin of Medical History","funders":"","keywords":"Environmental health; Medicine; Health professionals; Business; Political science; Health care; Law","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":[0.01674644,0.0006400796,0.0008536934,0.001528409,0.005361518,0.007733225,0.002210742,0.01404307,0.01880786],"category_scores_gemma":[0.05983441,0.0005802089,0.0006602866,0.001012512,0.006934178,0.007665331,0.00830273,0.01400047,0.003400181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006417236,"about_ca_system_score_gemma":0.03005487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104403,"about_ca_topic_score_gemma":0.01617928,"domain_scores_codex":[0.9859884,0.007727937,0.0007299822,0.0008427088,0.002867866,0.001843125],"domain_scores_gemma":[0.9351474,0.03712278,0.003043937,0.001250302,0.007422294,0.01601328],"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":[0.0001460373,0.000417849,0.002635702,0.004388881,0.0000677011,0.0004711428,0.00846317,0.0001607235,0.0003960113,0.02379941,0.5918454,0.3672079],"study_design_scores_gemma":[0.0001480938,0.0005130591,0.00421616,0.01928473,0.00007440598,0.0007021327,0.01608968,0.0001877784,0.0003683614,0.03731143,0.9209872,0.0001169622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001905662,0.1254278,0.000956525,0.8493289,0.009544388,0.00007723032,0.00005607219,0.00006416898,0.0126392],"genre_scores_gemma":[0.06773943,0.2596242,0.0052596,0.6330184,0.02530528,0.0003260978,0.0001697017,0.00008565341,0.008471698],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01880786,"threshold_uncertainty_score":0.08856463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712166775617874,"score_gpt":0.4946116097731075,"score_spread":0.3233949322113201,"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."}}