{"id":"W4415740655","doi":"10.52294/001c.145051","title":"Proceedings of the OHBM Hackathon 2023","year":2025,"lang":"en","type":"article","venue":"Aperture Neuro","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University; Western University; Centre for Addiction and Mental Health; Discovery Centre; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Région Bretagne; National Health and Medical Research Council; Novo Nordisk Fonden; Novo Nordisk; Agence Nationale de la Recherche; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Lundbeckfonden; Child Mind Institute; National Institute of Mental Health; Australian Government; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; H. Lundbeck A/S; National Science Foundation","keywords":"Event (particle physics); Creativity; Learning environment; Collaborative learning","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003802812,0.0008637902,0.0003731131,0.001025246,0.003081088,0.00647337,0.00114211,0.003058958,0.1275771],"category_scores_gemma":[0.005270178,0.0002660922,0.0006404812,0.0005208458,0.001890743,0.001799165,0.006281726,0.003594948,0.02698868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276441,"about_ca_system_score_gemma":0.003260155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004158283,"about_ca_topic_score_gemma":0.01271149,"domain_scores_codex":[0.9974856,0.0005571157,0.00007329634,0.0002750605,0.0009381887,0.0006707708],"domain_scores_gemma":[0.9968228,0.0006146464,0.0001055512,0.0003100266,0.0006191532,0.001527816],"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":[0.0002706199,0.0001610534,0.0007512012,0.0001488037,0.0000238567,0.0009019226,0.0006524755,0.0002643754,0.001189999,0.009268709,0.9259288,0.06043812],"study_design_scores_gemma":[0.00001002261,0.00003747888,0.0009748353,0.0001213164,0.000005060584,0.0001934755,0.0004097563,0.0001042073,0.0003914326,0.001876708,0.9958643,0.00001143875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02922028,0.01234782,0.009851557,0.07058091,0.1410612,0.0005372526,0.002323865,0.00133507,0.732742],"genre_scores_gemma":[0.08729225,0.00320673,0.004849625,0.006232981,0.01108839,0.0004157451,0.001865229,0.0009746396,0.8840745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1275771,"threshold_uncertainty_score":0.4267879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002481100404734764,"score_gpt":0.1715401901004079,"score_spread":0.1690590896956732,"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."}}