{"id":"W2901654108","doi":"10.1111/cob.12287","title":"Health behaviours, intentions and barriers to change among obesity classes I, II and III","year":2018,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Centre Hospitalier de l’Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Cégep de l'Outaouais; Université du Québec en Outaouais","funders":"","keywords":"Medicine; Obesity; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005497033,0.0002538414,0.0008059754,0.0001349496,0.006084235,0.00003204997,0.0002402481,0.0005337186,0.0009964015],"category_scores_gemma":[0.00305481,0.0002374404,0.00009507501,0.0002816006,0.0008101882,0.0005760883,0.0009205466,0.001582506,0.0002710113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265279,"about_ca_system_score_gemma":0.0006878836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005441092,"about_ca_topic_score_gemma":0.04765019,"domain_scores_codex":[0.9950754,0.001712506,0.001217941,0.0007578863,0.0003197152,0.000916542],"domain_scores_gemma":[0.9944897,0.00157097,0.0005814304,0.0005171889,0.0003599839,0.002480743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009631637,0.0003078305,0.9620867,0.0001888321,0.00002022035,0.000003527935,0.004252192,8.530162e-9,0.000001102345,0.0008765522,0.02849463,0.003672109],"study_design_scores_gemma":[0.0009352526,0.00123099,0.9462643,0.0004503124,0.00005951648,0.000002093759,0.001981298,0.00002399803,0.000001909901,0.0003860427,0.04844483,0.0002194898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645614,0.0004406121,0.0001910538,0.02956383,0.001714228,0.001752947,0.00007183147,0.000173953,0.001530158],"genre_scores_gemma":[0.9689023,0.001604317,0.0008586281,0.02550212,0.001453815,0.00009032084,0.00001455242,0.00002621012,0.001547714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04220909,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951333464379698,"score_gpt":0.5280248144756305,"score_spread":0.3328914680376608,"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."}}