{"id":"W6885987019","doi":"10.1371/journal.pone.0309837.s005","title":"Meta regression analysis.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Older people; Meta-analysis; MEDLINE; Scale (ratio); Systematic review; Risk assessment; Subgroup analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.05744565,0.005461996,0.01884363,0.01531928,0.0006565783,0.004511193,0.004472769,0.003759858,0.04824839],"category_scores_gemma":[0.1586872,0.002198328,0.03673091,0.01611345,0.0009693131,0.004151188,0.002998148,0.005732564,0.007054076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005086215,"about_ca_system_score_gemma":0.008603428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009890776,"about_ca_topic_score_gemma":0.008577765,"domain_scores_codex":[0.9099399,0.06766454,0.01053025,0.00552237,0.005602401,0.0007404198],"domain_scores_gemma":[0.9178249,0.06413404,0.008525925,0.004348338,0.004741777,0.0004249525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002281874,0.0001214688,0.00356987,0.4266165,0.3298042,0.0001880533,0.0002188409,0.006700209,0.0001698034,0.006138415,0.07229756,0.1518932],"study_design_scores_gemma":[0.007161797,0.001210624,0.01060757,0.2413443,0.4511891,0.0006243247,0.0003468575,0.01094637,0.000586778,0.0363328,0.2391274,0.0005221744],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001333253,0.9243081,0.02436242,0.005474161,0.005061284,0.006445729,0.02680019,0.001055489,0.005159399],"genre_scores_gemma":[0.07350987,0.7273609,0.1052879,0.008394849,0.004153192,0.04715506,0.02297882,0.001429623,0.009729868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05744565,"threshold_uncertainty_score":0.3038052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138045336819937,"score_gpt":0.3490534348651754,"score_spread":0.2352489011831817,"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."}}