{"id":"W4389764191","doi":"10.5377/rmh.v91i2.16501","title":"Reducing the risks of nuclear war — the role of health professionals","year":2023,"lang":"en","type":"article","venue":"Revista Médica Hondureña","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Winchester; London School of Hygiene and Tropical Medicine; Ryerson University","keywords":"Health professionals; Medicine; Psychology; Environmental health; Political science; Health care; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004357584,0.0002733878,0.0002524533,0.001071854,0.003218385,0.003169522,0.0008008655,0.004625216,0.007694008],"category_scores_gemma":[0.01078457,0.0001833075,0.0003015314,0.0004417638,0.002815984,0.001780696,0.002420778,0.003672542,0.000462128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744496,"about_ca_system_score_gemma":0.0155496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275574,"about_ca_topic_score_gemma":0.01984641,"domain_scores_codex":[0.9964742,0.002250231,0.0000895844,0.0001528783,0.0004392613,0.0005938577],"domain_scores_gemma":[0.9896316,0.004439784,0.001011637,0.0001776279,0.001049815,0.003689567],"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":[0.0003264906,0.002349742,0.09752651,0.001979299,0.0002025182,0.002145003,0.02363317,0.0007884082,0.002715259,0.06858615,0.1066521,0.6930954],"study_design_scores_gemma":[0.0002045376,0.001902562,0.2074943,0.008244318,0.0001978197,0.00204728,0.09863702,0.001224775,0.001040412,0.06871844,0.6101445,0.0001440366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07700127,0.04104983,0.00128464,0.8279074,0.002909244,0.00009810811,0.00006550147,0.00002709936,0.04965689],"genre_scores_gemma":[0.8174332,0.05978633,0.00344464,0.1026802,0.004137265,0.0001683843,0.00004656873,0.00001816484,0.01228533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01275574,"threshold_uncertainty_score":0.02573901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07346240584007424,"score_gpt":0.3953244838039529,"score_spread":0.3218620779638786,"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."}}