{"id":"W4232881631","doi":"10.3410/f.717955035.793460377","title":"Faculty Opinions recommendation of Adaptive thermogenesis can make a difference in the ability of obese individuals to lose body weight.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermogenesis; Body weight; Obesity; Significant difference; Psychology; Internal medicine; Endocrinology; Computer science; Chemistry; Medicine","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":[0.001671298,0.001823684,0.00125385,0.002504178,0.0006693291,0.002322399,0.002434834,0.002590099,0.05591919],"category_scores_gemma":[0.0173098,0.0005603835,0.002122,0.004716055,0.0002686485,0.00137181,0.001499892,0.001687934,0.0572822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356563,"about_ca_system_score_gemma":0.002747015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04515946,"about_ca_topic_score_gemma":0.1058903,"domain_scores_codex":[0.9984877,0.0002903361,0.0002166701,0.0004283241,0.0003920822,0.0001848864],"domain_scores_gemma":[0.994611,0.001472366,0.0008268651,0.001028615,0.001501301,0.0005597809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001869804,0.00003690437,0.007852172,0.0008006714,0.00009541913,0.0000143453,0.00001677806,0.0001738067,0.00007322691,0.0001971567,0.9844376,0.006114867],"study_design_scores_gemma":[0.0008768488,0.00006258774,0.06415579,0.001005574,0.0003492559,0.00009915807,0.0001282525,0.001448944,0.0005591578,0.001606246,0.9296351,0.00007317904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004479349,0.000164881,0.00008047414,0.000320266,0.00006709286,0.00001572857,0.9976248,0.0001837816,0.001094976],"genre_scores_gemma":[0.00196227,0.0001813589,0.0004184015,0.0002128502,0.0000404836,0.0000961995,0.9948511,0.00004969956,0.002187733],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05591919,"threshold_uncertainty_score":0.1870683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08963471274590361,"score_gpt":0.4554336182774217,"score_spread":0.3657989055315181,"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."}}