{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009464077,0.0003312884,0.00040917,0.000707838,0.0009324641,0.001374416,0.0006541328,0.0005944853,0.002962818],"category_scores_gemma":[0.001973245,0.0002977208,0.001017028,0.0006527985,0.0004411611,0.0004524683,0.0007331972,0.001545789,0.0003769786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881798,"about_ca_system_score_gemma":0.001780204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3554451,"about_ca_topic_score_gemma":0.3295835,"domain_scores_codex":[0.9993418,0.00006219663,0.00004206352,0.00008682943,0.0001572512,0.0003098685],"domain_scores_gemma":[0.9989218,0.00009828534,0.0003139239,0.0000456207,0.0001739494,0.0004465317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612098,0.0002517448,0.9940665,0.00002792501,0.00005950731,0.00002536425,0.0005551051,0.00003724206,0.0001065246,0.00005152817,0.0005450315,0.004112476],"study_design_scores_gemma":[0.00000833726,0.00006656034,0.9989883,0.00001750116,0.0000195173,0.00001401007,0.0005011514,0.0001030125,0.00001655349,0.00002084889,0.0002395785,0.000004556762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977698,0.0002140649,0.00006456347,0.0001132242,0.00001731705,0.0000494189,0.0006410972,0.000003599962,0.001126846],"genre_scores_gemma":[0.9978744,0.0001052459,0.00009088573,0.0000768706,0.00001039788,0.00005152498,0.0007063259,0.000002904294,0.001081423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3554451,"threshold_uncertainty_score":0.7067523,"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."}}