{"id":"W7143005421","doi":"10.52756/bhietm.2025.v04.004","title":"From Traditional Remedy to Modern Phytomedicine: A Review of the Therapeutic Benefits of Portulaca oleracea","year":2025,"lang":"","type":"book-chapter","venue":"","topic":"Antioxidants, Aging, Portulaca oleracea","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Portulaca; Phytochemical; Health benefits; Modern medicine; Neuroprotection","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":["metaepi_narrow"],"category_scores_codex":[0.001124346,0.001456981,0.003326045,0.0006666761,0.0002854812,0.00003436377,0.002666772,0.0005820501,0.00851779],"category_scores_gemma":[0.0009677232,0.001095965,0.001676393,0.000820554,0.001382759,0.0003068761,0.0007034354,0.001333873,0.00008410938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865202,"about_ca_system_score_gemma":0.001513836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162393,"about_ca_topic_score_gemma":0.0000293304,"domain_scores_codex":[0.9886979,0.0003074736,0.00418026,0.002260603,0.003718714,0.000834981],"domain_scores_gemma":[0.9903221,0.001844517,0.003404066,0.003109433,0.0008992939,0.0004206304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001280176,0.003087383,0.002199789,0.05706122,0.003011873,0.0001706348,0.004267567,0.0005894006,0.07604426,0.4922784,0.06574855,0.2942608],"study_design_scores_gemma":[0.003965246,0.001310089,0.05202918,0.6429355,0.008396713,0.0002959298,0.0001475774,0.00435068,0.08507136,0.06265467,0.1328851,0.005957976],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01799292,0.3018302,0.01155032,0.05743544,0.01254101,0.01902064,0.01178503,0.0004182691,0.5674262],"genre_scores_gemma":[0.615001,0.1572425,0.0007262571,0.06852093,0.00114846,0.0001327709,0.0001976537,0.0003222515,0.1567082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5970081,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06798903303916654,"score_gpt":0.2778314917835106,"score_spread":0.209842458744344,"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."}}