{"id":"W4386558398","doi":"10.26685/urncst.537","title":"INNOVATX Global Health Case Competition 2023 – Presented by McMaster Friends of MSF","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Disclaimer; Competition (biology); Club; Political science; Refugee; Global health; Public relations; Medical education; Medicine; Health care; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003185936,0.0008396659,0.0003460614,0.0005441385,0.003520898,0.004668768,0.001616535,0.004360717,0.1444112],"category_scores_gemma":[0.005708451,0.0002919061,0.0007267943,0.0003264476,0.001332086,0.001807717,0.005095642,0.005235066,0.02420826],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004623102,"about_ca_system_score_gemma":0.004567961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502055,"about_ca_topic_score_gemma":0.04234486,"domain_scores_codex":[0.9976466,0.0003421428,0.0000430043,0.0002355339,0.001153133,0.0005795482],"domain_scores_gemma":[0.9968795,0.0002963206,0.00006464707,0.00009199162,0.0008042931,0.001863315],"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":[0.00001202112,0.0000177129,0.00006626272,0.00002376346,0.000001573518,0.0002488904,0.0001030323,0.00002108233,0.00007769782,0.00111746,0.993906,0.004404415],"study_design_scores_gemma":[0.00001183485,0.00003702196,0.0003370327,0.00005042295,0.000001374857,0.0002610355,0.000451885,0.00006068142,0.00009624495,0.0004202781,0.9982633,0.000008928719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01070539,0.005873929,0.001598023,0.2901053,0.1443911,0.001012965,0.001404564,0.0005433291,0.5443652],"genre_scores_gemma":[0.04241339,0.003438625,0.001800508,0.06129312,0.01833506,0.0005467181,0.001424739,0.000447193,0.8703007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9953769,"threshold_uncertainty_score":0.4831035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991686457810696,"score_gpt":0.4796855967155152,"score_spread":0.4097687321374082,"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."}}