{"id":"W6902548370","doi":"10.6084/m9.figshare.c.7952986","title":"Lessons learned from a muscle study in nail-patella syndrome","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Skeletal muscle; Muscle biopsy; Muscle contracture; Muscle disorder; Biopsy; Muscle weakness; Context (archaeology); ITGA7; Supraspinatus muscle","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001583146,0.0001898537,0.0001957273,0.00009132191,0.00002087373,0.00002366827,0.0001940323,0.0003984763,0.1315963],"category_scores_gemma":[0.0001089577,0.0001903362,0.00006506669,0.00008728891,0.000003838863,8.569188e-7,0.0001622504,0.0001669984,0.0008350557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001198206,"about_ca_system_score_gemma":0.00006835017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003085762,"about_ca_topic_score_gemma":0.001292052,"domain_scores_codex":[0.9991479,0.000047006,0.0001106815,0.000459254,0.00008546923,0.0001496762],"domain_scores_gemma":[0.9994518,0.000007142588,0.00007018973,0.0004205477,0.0000174352,0.00003286555],"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":[0.00001248579,0.00005454529,0.00005819844,0.00003997718,0.00007261109,0.00005119321,0.00001884632,0.00000109837,0.0003909727,7.228278e-7,0.986489,0.01281038],"study_design_scores_gemma":[0.0003971548,0.0001111725,0.007957967,0.0005019836,0.0000162924,0.00000161029,0.00005193389,0.000001793889,0.0001193975,0.00001966996,0.9906132,0.0002078234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004961733,0.004236814,0.000001894617,0.0001293796,0.0005607027,0.001151713,0.335572,0.0001397304,0.653246],"genre_scores_gemma":[0.1184619,0.00007528195,0.00005645491,0.0002743172,0.0005310252,0.0001524268,0.2655891,0.0003710884,0.6144884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1307613,"threshold_uncertainty_score":0.9999429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900751795469291,"score_gpt":0.2849588359039179,"score_spread":0.245951317949225,"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."}}