{"id":"W2952569920","doi":"10.1037/sah0000180","title":"Regarding obesity as a disease is associated with lower weight bias among physicians: A cross-sectional survey study.","year":2019,"lang":"en","type":"article","venue":"Stigma and Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; University of Calgary","funders":"University of Calgary","keywords":"Cross-sectional study; Obesity; Environmental health; Medicine; Survey research; Family medicine; Psychology; Internal medicine; Pathology; Applied psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005237674,0.0002957091,0.0006569274,0.0001430856,0.003305029,0.00007846368,0.0001755926,0.0002157734,0.001338298],"category_scores_gemma":[0.0005319602,0.0002465277,0.00006786812,0.0004347175,0.0001296814,0.0006399815,0.0001336444,0.00128099,0.0006944173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878557,"about_ca_system_score_gemma":0.001879131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01461323,"about_ca_topic_score_gemma":0.02387532,"domain_scores_codex":[0.9946898,0.002147492,0.0007379755,0.0007553616,0.0006676209,0.001001749],"domain_scores_gemma":[0.9962195,0.001318082,0.0009281576,0.0004493929,0.0004163577,0.0006685273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006827034,0.0007488859,0.9903266,0.0006133295,0.00009010476,0.00001687768,0.003440816,0.000002595757,2.741225e-7,0.0002371981,0.003739081,0.0001015386],"study_design_scores_gemma":[0.002656826,0.0008224833,0.9917623,0.0008228995,0.00002447879,7.786842e-7,0.001175378,0.00009805236,1.790616e-7,0.0002188887,0.002152699,0.0002650563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913055,0.0004570856,0.00001264586,0.001832029,0.0009356895,0.002566352,0.0001788722,0.0001432777,0.0025685],"genre_scores_gemma":[0.9823982,0.0003043779,0.00001858313,0.007412207,0.0003105545,0.00008929196,0.00008825171,0.00004303643,0.009335467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009262094,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161069311285891,"score_gpt":0.4488533028356578,"score_spread":0.3327463717070687,"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."}}