{"id":"W2547745966","doi":"10.1007/s11695-016-2448-x","title":"Association Between Physical Activity Intensity and Physical Capacity Among Individuals Awaiting Bariatric Surgery","year":2016,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of New Brunswick","funders":"Manitoba Medical Service Foundation","keywords":"Medicine; Obesity Surgery; Association (psychology); Physical activity; Obesity; General surgery; Surgery; Gastric bypass; Physical therapy; Weight loss; 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":[0.0006069569,0.0003235339,0.0004514225,0.0008352443,0.0005669746,0.0008702347,0.000457936,0.0009166324,0.00293987],"category_scores_gemma":[0.002902938,0.0003611401,0.001092554,0.001112615,0.0004351983,0.000641857,0.0008984601,0.001677774,0.0002887446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328818,"about_ca_system_score_gemma":0.0004933879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096926,"about_ca_topic_score_gemma":0.01536751,"domain_scores_codex":[0.9994969,0.0001004115,0.00007264084,0.00007719632,0.00006522745,0.0001876406],"domain_scores_gemma":[0.997942,0.0005548046,0.0006970887,0.0001132934,0.0001346201,0.0005581099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052829,0.00008417994,0.9990165,0.00000543906,0.00008745227,0.0000332052,0.0000356017,0.00002152684,0.00006552052,0.00001316982,0.00003891667,0.0004930787],"study_design_scores_gemma":[0.000004163532,0.00006477669,0.9995062,0.00000368021,0.00003543207,0.00004237049,0.0001666672,0.00008358859,0.0000118829,0.00002156734,0.00005634771,0.000003218734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998889,0.0002070628,0.00002997267,0.000108984,0.00001769492,0.00000281102,0.0001609516,0.000001887044,0.000581562],"genre_scores_gemma":[0.9992919,0.00008597181,0.00002415732,0.00004834753,0.00003522214,0.000003953874,0.0002432633,0.00000134897,0.000265737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096926,"threshold_uncertainty_score":0.02181083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245176311224977,"score_gpt":0.2521110897027496,"score_spread":0.2196593265904999,"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."}}