{"id":"W4384024333","doi":"10.26685/urncst.506","title":"2022-2023 Multidisciplinary Health Research Experience (MHRE) Research Pitch Competition","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Manitoba","funders":"University of Manitoba","keywords":"Multidisciplinary approach; Competition (biology); Theme (computing); Graduate students; Medical education; Limiting; Engineering ethics; Public relations; Psychology; Political science; Medicine; Sociology; Engineering; Social science; Ecology; Computer science","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":[0.01814029,0.001303368,0.001294896,0.001836732,0.004198193,0.009341309,0.002560379,0.003509465,0.2684156],"category_scores_gemma":[0.01335473,0.000549999,0.001223529,0.001060295,0.001138009,0.002173904,0.01111795,0.00376403,0.110609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004777997,"about_ca_system_score_gemma":0.01188766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812596,"about_ca_topic_score_gemma":0.01289146,"domain_scores_codex":[0.9918488,0.00142319,0.0003528304,0.000779402,0.003618486,0.001977168],"domain_scores_gemma":[0.951916,0.001651688,0.0008288691,0.00101235,0.0111365,0.03345457],"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":[0.0002388542,0.0001979136,0.0005711347,0.0002421817,0.00001233335,0.0001726699,0.0005928642,0.0001061971,0.001548827,0.00187701,0.9643445,0.03009553],"study_design_scores_gemma":[0.00007844072,0.0003203571,0.003498343,0.0001156706,0.000004376187,0.0001133916,0.000912925,0.0001591982,0.0004339047,0.0008370957,0.9934998,0.00002658721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05808173,0.01025848,0.01092065,0.114918,0.2337988,0.006319577,0.01695334,0.005752274,0.5429971],"genre_scores_gemma":[0.05466173,0.001994519,0.006368055,0.01324759,0.02380097,0.001892236,0.007425072,0.001509649,0.8891002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2684156,"threshold_uncertainty_score":0.8979396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4175419961383636,"score_gpt":0.6104767325505591,"score_spread":0.1929347364121956,"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."}}