{"id":"W2760290795","doi":"10.1177/1090198117733025","title":"Weight Loss Strategies Utilized in a Men’s Weight Loss Intervention","year":2017,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"Graduate School, University of North Carolina at Chapel Hill; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Weight loss; Medicine; Intervention (counseling); Body mass index; Gerontology; Calorie; Physical therapy; Obesity; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005327614,0.0002465499,0.0003483148,0.0002436339,0.0004958375,0.0001738361,0.0004447787,0.0001914921,0.003161278],"category_scores_gemma":[0.00002897811,0.0002471467,0.0001311489,0.0001264472,0.0001675041,0.0003904081,0.00005328213,0.0003646947,0.0003047496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609147,"about_ca_system_score_gemma":0.0006799799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287521,"about_ca_topic_score_gemma":0.002665981,"domain_scores_codex":[0.9977084,0.0002514395,0.0007280817,0.000538561,0.0002220985,0.0005513551],"domain_scores_gemma":[0.9980386,0.0000305571,0.0006425625,0.0009732472,0.0001158519,0.0001991051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007751756,0.004874877,0.8148776,0.00006566428,0.000007760935,0.00001512871,0.005211077,1.2381e-7,0.00003533522,0.006476203,0.009824118,0.1585346],"study_design_scores_gemma":[0.001626872,0.0002021666,0.9774889,0.0001723829,0.00003536173,0.00002095042,0.005703285,0.000002016778,0.00001719728,0.0003701439,0.01412194,0.0002388176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841015,0.001009298,0.00003492116,0.003841235,0.003840708,0.000945778,0.00001850005,0.0000823994,0.006125608],"genre_scores_gemma":[0.9915469,0.0001518237,0.0002666441,0.0002385977,0.0002144744,0.001464389,0.0001106392,0.00004095702,0.005965611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626113,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527350028051721,"score_gpt":0.4419318431212539,"score_spread":0.3891968403160818,"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."}}