{"id":"W4388735950","doi":"10.1370/afm.22.s1.5154","title":"Metabolic Rehab in Primary Care: Evaluating the CHANGE Protocol","year":2023,"lang":"en","type":"article","venue":"","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metabolic syndrome; Context (archaeology); Randomized controlled trial; Physical therapy; Dyslipidemia; Protocol (science); Internal medicine; Obesity; Alternative medicine","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":[0.1012494,0.002967635,0.004199073,0.001759648,0.004786669,0.002910178,0.004151516,0.005106338,0.02736062],"category_scores_gemma":[0.109297,0.002528501,0.004819488,0.002360056,0.002274659,0.00266663,0.004208506,0.00645014,0.003541687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02069377,"about_ca_system_score_gemma":0.05426313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02289384,"about_ca_topic_score_gemma":0.0304409,"domain_scores_codex":[0.9178745,0.05749822,0.009095279,0.004097334,0.006628293,0.004806399],"domain_scores_gemma":[0.9384978,0.02616292,0.006800793,0.007076364,0.01402405,0.007438004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3795746,0.12761,0.01141779,0.01713767,0.002718409,0.0003232681,0.004241603,0.006559893,0.001057479,0.004322669,0.04741471,0.3976219],"study_design_scores_gemma":[0.7982031,0.1180675,0.02682864,0.005581891,0.002467711,0.00005560925,0.00162884,0.00605875,0.001755939,0.003343214,0.03567139,0.0003374683],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.02208488,0.0001922819,0.003711705,0.001285561,0.0004855608,0.966703,0.002321332,0.0003268094,0.002888839],"genre_scores_gemma":[0.01681192,0.00008918151,0.01584909,0.000475791,0.00006908929,0.9659371,0.0003678265,0.00001262492,0.0003874594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1012494,"threshold_uncertainty_score":0.5354644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240233102885595,"score_gpt":0.4054610754949526,"score_spread":0.2814377652063931,"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."}}