{"id":"W4405708891","doi":"10.1136/leader-2024-001077","title":"Obesity, laypeople’s beliefs and implications for clinicians and leaders of healthcare organisations","year":2024,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Overweight; Overconsumption; Government (linguistics); Medicine; Public health; Obesity; Psychological intervention; Health care; Public relations; Population; Intervention (counseling); Psychology; Nursing; Political science; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0275691,0.0002841723,0.0003731791,0.001575697,0.007002665,0.007032899,0.001252501,0.004591886,0.00677037],"category_scores_gemma":[0.07996622,0.0003676052,0.0004461561,0.001032395,0.01311789,0.005113557,0.005411207,0.007053572,0.0009001757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004845755,"about_ca_system_score_gemma":0.0111948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005685756,"about_ca_topic_score_gemma":0.00602716,"domain_scores_codex":[0.9707528,0.02164057,0.0008416814,0.000705771,0.003308725,0.002750412],"domain_scores_gemma":[0.9119232,0.05733383,0.009950761,0.001924501,0.007968523,0.01089921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002226778,0.0006127671,0.07498202,0.002054243,0.0001056451,0.004222463,0.6088204,0.0001744398,0.0008403503,0.03324932,0.1147354,0.1599803],"study_design_scores_gemma":[0.00008270322,0.0003319709,0.04164652,0.006312597,0.00005172514,0.001127141,0.8430804,0.0002096185,0.0004073999,0.02419659,0.08244438,0.0001089297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1393922,0.0151,0.0009713813,0.8131098,0.003577954,0.00006965223,0.00004518249,0.00002524326,0.02770863],"genre_scores_gemma":[0.9158742,0.01244605,0.0008269381,0.06575952,0.001871246,0.0001160975,0.00004126562,0.0000202043,0.003044507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0275691,"threshold_uncertainty_score":0.1458011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244981473671961,"score_gpt":0.5519246458619175,"score_spread":0.3274264984947214,"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."}}