{"id":"W2809275966","doi":"10.1057/s41285-018-0070-9","title":"Dietary approaches to weight-loss, Health At Every Size® and beyond: rethinking the war on obesity","year":2018,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mainstream; Weight loss; Obesity; Intervention (counseling); Psychological intervention; Politics; Proxy (statistics); Sociology; Political science; Psychology; Medicine; Law; Psychiatry","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01601663,0.0003801459,0.0008004737,0.0001060162,0.01908065,0.00002261453,0.0004471879,0.0004234346,0.0007635194],"category_scores_gemma":[0.0008855512,0.0002842508,0.0001171318,0.0004160136,0.0005595306,0.0002693227,0.000427808,0.002109583,0.001279262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178358,"about_ca_system_score_gemma":0.001925473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016335,"about_ca_topic_score_gemma":0.006737474,"domain_scores_codex":[0.9870322,0.008851285,0.001021556,0.0007641282,0.0006351323,0.00169569],"domain_scores_gemma":[0.9925717,0.005005988,0.0009430481,0.0006016169,0.0001495967,0.0007280657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002588194,0.0005233719,0.01179485,0.002898262,0.0001220692,0.000006041648,0.5419633,6.650235e-7,0.000009562316,0.249849,0.1426805,0.04756415],"study_design_scores_gemma":[0.001916759,0.002852568,0.3147756,0.0009508517,0.00006261794,0.00000886255,0.05507501,0.00002095633,0.0000164998,0.2513446,0.3721441,0.0008315538],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.532268,0.002987411,0.00007555999,0.434707,0.002365642,0.003423036,0.0001088073,0.0003345935,0.02373003],"genre_scores_gemma":[0.7423843,0.001896898,0.0008460316,0.2470379,0.004648648,0.0001370118,0.00002331809,0.00007384542,0.002952074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868883,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802575119818259,"score_gpt":0.4230396973842698,"score_spread":0.2427821854024438,"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."}}