{"id":"W1970608488","doi":"10.1038/ncpcardio0854","title":"The value of current interventions for obesity","year":2008,"lang":"en","type":"review","venue":"Nature Clinical Practice Cardiovascular Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Current (fluid); Psychological intervention; Value (mathematics); Obesity; Medicine; Mathematics; Internal medicine; Engineering; Electrical engineering; Statistics","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":[0.004186983,0.001378249,0.004968764,0.002802168,0.0003654985,0.001911034,0.001388556,0.002609861,0.006437544],"category_scores_gemma":[0.00736865,0.0004686121,0.001734973,0.002707239,0.001220091,0.002254424,0.001112505,0.00353375,0.001142737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288996,"about_ca_system_score_gemma":0.002339095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196325,"about_ca_topic_score_gemma":0.005217853,"domain_scores_codex":[0.9989086,0.0003481732,0.0002397797,0.0001739926,0.0002768376,0.00005255842],"domain_scores_gemma":[0.9924981,0.00601622,0.0007049485,0.0001076571,0.0005337858,0.0001392762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005685829,0.00008082633,0.0002798025,0.07398419,0.000990671,0.0001354594,0.00005771722,0.0002162959,0.0003412302,0.003409627,0.01884218,0.9010934],"study_design_scores_gemma":[0.0008253495,0.0005055997,0.005174119,0.1719559,0.007626508,0.001059904,0.0003291782,0.0002788841,0.0005615288,0.009129889,0.8024568,0.00009642888],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003118955,0.9990599,0.00002700018,0.0005182151,0.0001482141,0.000002078245,0.000009807424,0.000001828835,0.0002017935],"genre_scores_gemma":[0.0007232236,0.9979845,0.0001528111,0.0007254704,0.0003144758,0.0000069209,0.00001192449,9.858684e-7,0.00007973069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006437544,"threshold_uncertainty_score":0.02214319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935152246882192,"score_gpt":0.5342297295376124,"score_spread":0.3407145048493933,"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."}}