{"id":"W4210561285","doi":"10.3389/fphys.2021.790196","title":"Issues on Trainability","year":2022,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Adaptation (eye); Medicine; Skeletal muscle; Immune system; Physical medicine and rehabilitation; Function (biology); Physical therapy; Neuroscience; Psychology; Biology; Immunology; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002564166,0.0004016949,0.003112414,0.0002897482,0.00006065305,0.000003696133,0.0002864735,0.0004032113,0.001265914],"category_scores_gemma":[0.0005222094,0.000280323,0.0006627822,0.0004007558,0.0002030517,0.00001762661,0.0001212349,0.001024923,0.00006133689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081894,"about_ca_system_score_gemma":0.0002645038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354695,"about_ca_topic_score_gemma":3.554021e-7,"domain_scores_codex":[0.9974307,0.0007871162,0.0004922244,0.0007129317,0.000167983,0.0004090781],"domain_scores_gemma":[0.9986829,0.0003959759,0.0001511907,0.0006569125,0.00001389494,0.00009917327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006175467,0.0003510187,0.000007546797,0.005373022,0.00009022853,0.0000638966,0.00004186859,0.000001023065,0.000004676085,0.0001155161,0.03159432,0.9617394],"study_design_scores_gemma":[0.0002380562,0.0008954597,0.0004838541,0.001314245,0.000184543,0.000009188871,0.00004618278,0.000001924201,0.000001159323,0.004356762,0.9922327,0.0002359091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002443632,0.9958447,0.000002064942,0.00008444667,0.0008911726,0.0009073224,0.00004177036,0.0000529496,0.001931227],"genre_scores_gemma":[0.00002666293,0.9961849,0.0003226589,0.0003865836,0.0002658376,0.0004340536,0.0003355718,0.00003927318,0.002004472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9615034,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686352440914053,"score_gpt":0.3843880053435347,"score_spread":0.3157527612521294,"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."}}