{"id":"W7117337036","doi":"10.12968/indn.2025.12.12","title":"Understanding red legs – causes and treatments","year":2025,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Disease; MEDLINE; Alternative medicine; Primary care","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":[],"consensus_categories":[],"category_scores_codex":[0.0001508436,0.0001366119,0.0002443207,0.0003203686,0.0001067385,0.00005070007,0.00007720963,0.0001134346,0.0001701649],"category_scores_gemma":[0.00007535359,0.0001157784,0.00004989446,0.0002431897,0.0001057551,0.00009264646,0.00004697447,0.0002152809,0.00004234513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884659,"about_ca_system_score_gemma":0.0001578558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008338593,"about_ca_topic_score_gemma":0.00002783859,"domain_scores_codex":[0.9987776,0.000045597,0.000173508,0.0003034161,0.0004010567,0.000298869],"domain_scores_gemma":[0.9993932,0.00007521511,0.00003043757,0.0003072685,0.00004121621,0.0001526489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007751729,0.000885075,0.9365728,0.0004791879,0.001155619,0.002381826,0.0007089653,0.000007131507,0.01717009,0.01796302,0.01494137,0.006959744],"study_design_scores_gemma":[0.01281849,0.0007397414,0.9521363,0.001241423,0.0005961736,0.0008202134,0.00405885,0.0003382893,0.01121541,0.008028411,0.007572815,0.0004338418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150445,0.0006430621,0.0003782334,0.004213838,0.0002708841,0.0006598441,0.000005993399,0.00009849508,0.07868509],"genre_scores_gemma":[0.9768506,0.0001608138,0.00007352654,0.00009254344,0.00002807432,0.00002534077,0.000009032819,0.00001675097,0.02274328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06180608,"threshold_uncertainty_score":0.4721306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195149326351676,"score_gpt":0.3797618503099125,"score_spread":0.2602469176747448,"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."}}