{"id":"W1992073638","doi":"10.1136/bmj.324.7342.860","title":"Health: perception versus observation","year":2002,"lang":"en","type":"editorial","venue":"BMJ","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":707,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Weight loss; Obesity; Disease; Health professionals; Perception; Medicine; Risk factor; Gerontology; Psychology; Health care; Internal medicine; Neuroscience; Political science","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":[0.02685777,0.003189153,0.005934278,0.003208624,0.003031728,0.01167953,0.004051368,0.02136506,0.01131486],"category_scores_gemma":[0.123046,0.001021982,0.002137474,0.002446646,0.008787781,0.01203694,0.002816217,0.03127914,0.00454664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005487947,"about_ca_system_score_gemma":0.0047336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005984598,"about_ca_topic_score_gemma":0.006705509,"domain_scores_codex":[0.9825634,0.007445539,0.002850774,0.001076747,0.005405136,0.0006584663],"domain_scores_gemma":[0.8656058,0.1002363,0.003876012,0.00236421,0.02363871,0.004278913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002252905,0.00002911887,0.0001048593,0.004051822,0.0001187607,0.0001992164,0.0004275655,0.00002827366,0.00005948255,0.003180114,0.9638679,0.02770755],"study_design_scores_gemma":[0.0005502343,0.0001991348,0.001804653,0.02010584,0.0004717526,0.0006585025,0.002607915,0.0002970656,0.0001787389,0.01076139,0.9622537,0.0001109689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001093478,0.05016036,0.00009928382,0.1220918,0.8260802,0.00002091057,0.00004176966,0.00002508041,0.001371383],"genre_scores_gemma":[0.003461754,0.0472503,0.0001262689,0.07350002,0.8718859,0.00006655463,0.00003006784,0.00003561235,0.003643502],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02685777,"threshold_uncertainty_score":0.1420392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2279878763190299,"score_gpt":0.5344091527376665,"score_spread":0.3064212764186366,"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."}}