{"id":"W4392148978","doi":"10.52294/001c.92760","title":"Proceedings of the OHBM Brainhack 2022","year":2024,"lang":"en","type":"article","venue":"Aperture Neuro","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Mila - Quebec Artificial Intelligence Institute; University of Toronto; Montreal Neurological Institute and Hospital; Université de Montréal; Western University; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Canada Research Chairs; Institut Universitaire de Gériatrie de Montréal","funders":"Berlin Institute of Health; Universiteit Maastricht","keywords":"Globe; Queen (butterfly); Event (particle physics); Telecommunications; Engineering; History; Psychology","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":[0.002694493,0.0008612051,0.0003876847,0.0008061508,0.001817883,0.004219507,0.000847962,0.002239421,0.1079796],"category_scores_gemma":[0.002927893,0.0002144413,0.0004691891,0.0004442095,0.000779664,0.001006554,0.002745682,0.002488286,0.03878303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637175,"about_ca_system_score_gemma":0.002520225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004299022,"about_ca_topic_score_gemma":0.01275549,"domain_scores_codex":[0.9984121,0.0002478367,0.00004388919,0.0001613679,0.0008654452,0.0002693546],"domain_scores_gemma":[0.9982735,0.0002137479,0.00005492176,0.0001097554,0.0006377355,0.0007102482],"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":[0.0001546386,0.00007591858,0.0002433824,0.00009818075,0.00001378568,0.0003445116,0.0001122973,0.0001564647,0.0008757881,0.003215841,0.9456263,0.04908295],"study_design_scores_gemma":[0.000007433063,0.00002903218,0.00068874,0.00006170833,0.000003659856,0.0001431451,0.00009598155,0.00007994718,0.0003104318,0.0005811458,0.9979924,0.000006296836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0133263,0.02353274,0.00727725,0.04116083,0.1690824,0.0004798406,0.002428121,0.0007827124,0.7419299],"genre_scores_gemma":[0.0300768,0.005717049,0.002822114,0.003315275,0.01403195,0.0002142535,0.001794578,0.0004260404,0.941602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1079796,"threshold_uncertainty_score":0.3612278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002968082007879082,"score_gpt":0.1688964343685832,"score_spread":0.1659283523607041,"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."}}