{"id":"W3091930581","doi":"10.1016/j.metabol.2020.154388","title":"Factors affecting weight loss variability in obesity","year":2020,"lang":"en","type":"review","venue":"Metabolism","topic":"Diet and metabolism studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Weight loss; Obesity; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001519552,0.000995688,0.002669971,0.002256341,0.0001595723,0.001274156,0.0007419204,0.001028939,0.003991046],"category_scores_gemma":[0.003440284,0.0003655045,0.001521821,0.003940079,0.0004332169,0.0009354553,0.0008375958,0.001116337,0.000556398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005929509,"about_ca_system_score_gemma":0.001238994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349462,"about_ca_topic_score_gemma":0.006583871,"domain_scores_codex":[0.9995378,0.0001191609,0.0001326691,0.00009656029,0.00009015364,0.00002362429],"domain_scores_gemma":[0.9983254,0.001213793,0.0003020275,0.00002533437,0.0001023225,0.00003105061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004968598,0.00007930726,0.001918051,0.1395041,0.004096197,0.0001257893,0.00007061184,0.0002304172,0.0002818653,0.0009974167,0.006815224,0.8453842],"study_design_scores_gemma":[0.000876962,0.0008385465,0.06678732,0.2604782,0.05013589,0.002831482,0.0006100573,0.0005693447,0.0007775787,0.006581212,0.6092676,0.0002457325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001008261,0.9996448,0.0000266132,0.00006647856,0.00004013495,0.000001919428,0.00002106396,0.000001332487,0.0000968329],"genre_scores_gemma":[0.001074815,0.9985678,0.00009363638,0.0001159951,0.00006587597,0.000004622952,0.0000288214,6.880881e-7,0.00004770535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003991046,"threshold_uncertainty_score":0.01335132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584790718851453,"score_gpt":0.3352164592486211,"score_spread":0.2767373873634759,"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."}}