{"id":"W4214681405","doi":"10.1016/j.jht.2022.01.003","title":"Hand laterality recognition in distal radius and/or ulna fracture","year":2022,"lang":"en","type":"article","venue":"Journal of Hand Therapy","topic":"Hemispheric Asymmetry in Neuroscience","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Laterality; Ulna; Medicine; Upper limb; Orthodontics; Surgery; Physical medicine and rehabilitation; Audiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004815666,0.0001033698,0.0001852634,0.00008051163,0.0003157322,0.0001290678,0.0002328404,0.00002878541,0.0003509327],"category_scores_gemma":[0.0002450091,0.00007358223,0.00005071975,0.0003815154,0.0001652035,0.000297766,0.00004395274,0.000458577,0.000001217338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005623157,"about_ca_system_score_gemma":0.00006780238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001161772,"about_ca_topic_score_gemma":0.00000259846,"domain_scores_codex":[0.9986074,0.0002895277,0.0003157584,0.0001947786,0.0004046535,0.0001878748],"domain_scores_gemma":[0.9992883,0.0002418727,0.0002566662,0.0001025572,0.00002395518,0.00008667609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001213197,0.0003151781,0.002360839,0.000007612196,0.000004007843,0.0006597314,0.001541493,0.0001211315,0.9387204,0.000009558166,0.0003994592,0.05464742],"study_design_scores_gemma":[0.004571943,0.001931586,0.01397854,0.00003487905,0.00000661453,0.00295546,0.0002723428,0.0005775793,0.8851221,0.00315726,0.08708069,0.0003109823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978562,0.0001689238,0.0002724791,0.0009606861,0.0004307603,0.00009952001,0.00001881596,0.00000559826,0.0001870338],"genre_scores_gemma":[0.9967938,0.0003310387,0.0001049241,0.002509726,0.0000776579,0.000004378675,3.908939e-7,0.000009890134,0.0001682089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08668123,"threshold_uncertainty_score":0.3842467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04813141221592228,"score_gpt":0.2922629221274928,"score_spread":0.2441315099115705,"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."}}