{"id":"W2123514219","doi":"10.1016/s1499-4046(06)60205-4","title":"The Weight-Loss-at-Any-Cost Environment: How to Thrive with a Health-Centered Focus","year":2005,"lang":"en","type":"review","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Feeling; Weight loss; Objectivity (philosophy); Paradigm shift; Psychology; Epitome; Public relations; Social psychology; Computer science; Medicine; Obesity; Epistemology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001216117,0.0003088859,0.001010128,0.000310386,0.001907785,0.00006968145,0.0002578713,0.0003120148,0.0004195849],"category_scores_gemma":[0.00007326737,0.0001875056,0.0001890115,0.0001928826,0.00007845928,0.0003648719,0.00006668499,0.001432922,0.0002350742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119053,"about_ca_system_score_gemma":0.002029404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598305,"about_ca_topic_score_gemma":0.0002525378,"domain_scores_codex":[0.9964175,0.001136527,0.001254683,0.0002644955,0.0004421705,0.0004845925],"domain_scores_gemma":[0.9949175,0.0006802032,0.003214672,0.0002940699,0.0002709352,0.0006226915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006541327,0.003239412,0.0001980388,0.005819329,0.00003708571,0.000005284453,0.001024187,1.020942e-8,1.939687e-7,0.00007107469,0.04978878,0.9397512],"study_design_scores_gemma":[0.0008044773,0.0004560677,0.00151833,0.01714389,0.0006064076,0.0002777662,0.002352897,4.450052e-8,2.016785e-7,0.000009961622,0.9766544,0.0001755847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004353971,0.9496973,0.000022721,0.04469798,0.001310299,0.003639708,0.00008027835,0.00001140769,0.0001049007],"genre_scores_gemma":[0.0001303905,0.9904851,0.00123784,0.00117798,0.002476446,0.001439756,0.00004854001,0.00004099311,0.002962969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9395756,"threshold_uncertainty_score":0.9993916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073837020107261,"score_gpt":0.4773438364317216,"score_spread":0.3699601344209955,"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."}}