{"id":"W7084046026","doi":"10.64628/aam.nqysshh9p","title":"Maintaining mobility with aging means planning ahead","year":2025,"lang":"en","type":"article","venue":"","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Key (lock); Process (computing); Context (archaeology); Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009927877,0.0003960112,0.0003612319,0.0006818128,0.002556968,0.002774424,0.0008329223,0.001115866,0.008668508],"category_scores_gemma":[0.004129498,0.0001603864,0.000504599,0.0009199901,0.0009695334,0.004573612,0.002235048,0.001596538,0.001964374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008011429,"about_ca_system_score_gemma":0.002490002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131407,"about_ca_topic_score_gemma":0.02146317,"domain_scores_codex":[0.9993917,0.0001943409,0.00004311442,0.00008344942,0.0000981063,0.0001893822],"domain_scores_gemma":[0.997533,0.0002806559,0.0004234346,0.0001814877,0.0004957211,0.001085713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003141204,0.0009375658,0.4662723,0.0008890478,0.0003313404,0.0009609425,0.01521329,0.0006482658,0.00121988,0.02584207,0.06952085,0.4178503],"study_design_scores_gemma":[0.00004365068,0.0008283179,0.6902016,0.001443449,0.0003093265,0.00107002,0.04483337,0.0002932239,0.0007158362,0.03939421,0.220755,0.0001120404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7113941,0.03502285,0.005277554,0.1014096,0.004629347,0.0001495126,0.00230492,0.0002036587,0.1396085],"genre_scores_gemma":[0.9665228,0.01143337,0.003075769,0.00445446,0.0008152566,0.00009021775,0.0006332686,0.00002908072,0.01294589],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01131407,"threshold_uncertainty_score":0.02899909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858952232814459,"score_gpt":0.2958356784052212,"score_spread":0.2772461560770766,"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."}}