{"id":"W6885964566","doi":"10.1371/journal.pone.0303448.s002","title":"S1 Protocol -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skeletal muscle; Aerobic exercise; Myopathy; Diabetes mellitus; Retraining; Exercise physiology; Resistance training; Physical activity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02100682,0.002222382,0.003464866,0.002144057,0.003838069,0.004175738,0.003216159,0.005411831,0.6611632],"category_scores_gemma":[0.04665882,0.002239494,0.002584606,0.002172576,0.001544395,0.002810245,0.002675088,0.006845104,0.183178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343248,"about_ca_system_score_gemma":0.0173963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910527,"about_ca_topic_score_gemma":0.007433135,"domain_scores_codex":[0.9919906,0.003855051,0.001501486,0.001066174,0.0009837119,0.0006029608],"domain_scores_gemma":[0.9777865,0.00661245,0.001149366,0.004256411,0.008535348,0.001659991],"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":[0.02052406,0.003069883,0.001176742,0.01761295,0.0002254599,0.0004066021,0.001130958,0.001037989,0.000677551,0.0198023,0.8030288,0.1313067],"study_design_scores_gemma":[0.01672707,0.002612094,0.001870456,0.01445579,0.0001546657,0.0002371755,0.001112845,0.0009714439,0.0008587868,0.01963586,0.9412264,0.0001373983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002488671,0.000997651,0.01329265,0.003179239,0.004156848,0.8071637,0.1148268,0.001349738,0.05254488],"genre_scores_gemma":[0.002656663,0.0006272874,0.01418534,0.002550154,0.0002315129,0.9470206,0.01065556,0.0001901027,0.02188283],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3388368,"threshold_uncertainty_score":0.4833096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07724728324674164,"score_gpt":0.4042312135331276,"score_spread":0.3269839302863859,"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."}}