{"id":"W2592981176","doi":"10.1016/j.jad.2017.03.003","title":"Mental health and behavioral weight loss: 24-month outcomes in Veterans","year":2017,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mental health; Psychology; Weight loss; Psychiatry; Clinical psychology; Medicine; Obesity; Internal 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":[0.0005691083,0.0003469232,0.0004240314,0.0007586816,0.0008892959,0.001053181,0.0003573985,0.0008261746,0.001697568],"category_scores_gemma":[0.001481524,0.0002803756,0.00103406,0.0008768205,0.0003776492,0.001032372,0.0009115257,0.001105568,0.0002711213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227975,"about_ca_system_score_gemma":0.0006301591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02841425,"about_ca_topic_score_gemma":0.03625053,"domain_scores_codex":[0.9996606,0.00007136991,0.00002734661,0.00004273601,0.00004280307,0.0001551704],"domain_scores_gemma":[0.9992387,0.00006053606,0.0002476096,0.00002647082,0.00008721467,0.0003394443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007251155,0.0004017838,0.9967194,0.000007890666,0.00009973924,0.00006553372,0.0001405523,0.00005794715,0.00006141229,0.00001082403,0.0001051818,0.001604623],"study_design_scores_gemma":[0.00002223645,0.0004275001,0.998714,0.000005720456,0.00005055967,0.00005571714,0.0004686814,0.0001119989,0.00003043605,0.00001512807,0.00009150407,0.000006532934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992855,0.0001405735,0.00001318042,0.00004828635,0.0000115673,0.000007933632,0.0001892655,0.00000166617,0.0003021091],"genre_scores_gemma":[0.9991123,0.00009268642,0.00001913807,0.00003314688,0.00001583971,0.000007845513,0.0004080778,8.884296e-7,0.0003099812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02841425,"threshold_uncertainty_score":0.05649769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222435932667823,"score_gpt":0.3771722430755526,"score_spread":0.3549478837488744,"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."}}