{"id":"W2108283849","doi":"10.1016/j.jneb.2010.08.006","title":"12 Lessons of Wellness and Weight Loss","year":2010,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Strengths and weaknesses; Weight loss; Best practice; Population; Limit (mathematics); Computer science; Psychology; Medicine; Environmental health; Political science; Social psychology; Mathematics; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105951,0.0008188768,0.0005481241,0.0005422726,0.001232325,0.0007974747,0.0009985599,0.001631932,0.02226323],"category_scores_gemma":[0.002153457,0.0002214954,0.0006225455,0.0002452062,0.0005973977,0.0008462826,0.001920845,0.003192406,0.002189056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000813557,"about_ca_system_score_gemma":0.00117145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625904,"about_ca_topic_score_gemma":0.006192535,"domain_scores_codex":[0.9996137,0.0001304967,0.00001766227,0.00004983368,0.00008126436,0.0001070993],"domain_scores_gemma":[0.9994629,0.0001364307,0.00002551471,0.00002565291,0.00005955681,0.0002900062],"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":[0.0007730123,0.01962609,0.004321775,0.001095164,0.00007536029,0.0009796354,0.004206582,0.0003346264,0.001988653,0.007714941,0.2345609,0.7243233],"study_design_scores_gemma":[0.002246341,0.006560795,0.06784807,0.003436344,0.0003019559,0.002726538,0.0106694,0.001186833,0.004718423,0.03638808,0.8637729,0.0001443752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3841337,0.04518427,0.009976444,0.2610513,0.04503608,0.001017579,0.0005772669,0.0009966884,0.2520267],"genre_scores_gemma":[0.5586686,0.03641231,0.024474,0.0472083,0.01292545,0.0009263619,0.0006405093,0.0002479781,0.3184966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02226323,"threshold_uncertainty_score":0.07447791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210772938083694,"score_gpt":0.4192501463564037,"score_spread":0.3771424169755668,"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."}}