{"id":"W2172008388","doi":"10.1002/oby.21087","title":"Lifestyle and weight predictors of a healthy overweight profile over a 20‐year follow‐up","year":2015,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Overweight; Medicine; Cardiorespiratory fitness; Obesity; Internal medicine; Insulin resistance; Weight gain; Endocrinology; Weight change; Weight loss; Body weight","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":[0.0006296683,0.0002527898,0.0003266721,0.0004949803,0.0003790814,0.0005145116,0.0002608233,0.0005776423,0.001100794],"category_scores_gemma":[0.001708266,0.0002362696,0.0005525679,0.0005132914,0.0001856574,0.0003825081,0.0004704992,0.000723112,0.000202786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693581,"about_ca_system_score_gemma":0.0001826059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005050422,"about_ca_topic_score_gemma":0.005995991,"domain_scores_codex":[0.9997634,0.00005089654,0.00002405031,0.00006458133,0.00003707357,0.00006000928],"domain_scores_gemma":[0.9990444,0.0001011142,0.000415581,0.00007234778,0.0001036414,0.0002630525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655584,0.00003659352,0.9989293,0.000002859278,0.00006681264,0.00002841889,0.00001589517,0.00002331878,0.0001045348,0.000003574165,0.00004098874,0.0005821767],"study_design_scores_gemma":[0.000003269478,0.00006858567,0.9997066,0.000001702169,0.00002308053,0.00004956449,0.00002344646,0.00007078191,0.00001369067,0.000004231862,0.00003390939,0.000001022164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992127,0.0002123896,0.00005813372,0.00004092739,0.000008398304,0.000005782118,0.000265161,0.00000410125,0.0001922953],"genre_scores_gemma":[0.9992602,0.00006443825,0.00004209335,0.00002145416,0.000008490219,0.00000594977,0.0004395415,0.000001411993,0.0001563516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005050422,"threshold_uncertainty_score":0.01004207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528745420288642,"score_gpt":0.2630137950524846,"score_spread":0.2477263408495982,"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."}}