{"id":"W4407605875","doi":"10.1007/s00421-024-05690-1","title":"Roles of editors and reviewers in the modern world of actual intelligence and artificial intelligence","year":2025,"lang":"en","type":"editorial","venue":"European Journal of Applied Physiology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Human physiology; Sports medicine; Artificial intelligence; Computer science; Data science; Psychology; Cognitive science; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03854888,0.00410206,0.006617891,0.006913499,0.00562207,0.02071438,0.005952937,0.02126168,0.0181462],"category_scores_gemma":[0.1229202,0.001729274,0.00226583,0.003205882,0.004490663,0.009011797,0.002635996,0.01962134,0.01115717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004685566,"about_ca_system_score_gemma":0.01145136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509545,"about_ca_topic_score_gemma":0.005397203,"domain_scores_codex":[0.9698734,0.00591448,0.005209773,0.002293376,0.01554065,0.001168266],"domain_scores_gemma":[0.7831066,0.06759943,0.009996636,0.00422032,0.1081351,0.02694194],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004373035,0.0000121791,0.0000386047,0.0004891137,0.00002044538,0.000121028,0.00004426997,0.00002257221,0.00004414299,0.0006778701,0.9920786,0.006407479],"study_design_scores_gemma":[0.0001011385,0.00002798245,0.0003165797,0.001053433,0.00007684894,0.0002709503,0.0001844736,0.0002166464,0.00009022796,0.001963778,0.9956591,0.00003892473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002318484,0.004109351,0.0001064793,0.02879544,0.9661357,0.00001839304,0.00002338904,0.00002405519,0.0007638549],"genre_scores_gemma":[0.0003739756,0.003838686,0.0001716993,0.008788017,0.9820845,0.00003757176,0.00001554787,0.00003636173,0.0046538],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9614511,"threshold_uncertainty_score":0.2038684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694691211007838,"score_gpt":0.3649153692062383,"score_spread":0.2954462481054546,"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."}}