{"id":"W2985837489","doi":"10.1159/000503751","title":"Examining Weight Bias among Practicing Canadian Family Physicians","year":2019,"lang":"en","type":"article","venue":"Obesity Facts","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Concordia University; University of Calgary","keywords":"Blame; Medicine; Obesity; Public health; Health care; Family medicine; Feeling; Perception; Environmental health; Nursing; Psychiatry; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001675272,0.0002757004,0.0004874585,0.0002820876,0.001935704,0.00005050185,0.0003247051,0.0004449079,0.002025904],"category_scores_gemma":[0.0005356877,0.0002795483,0.00006691456,0.0003651056,0.00005547835,0.001321057,0.0001219172,0.001783371,0.02225317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005718692,"about_ca_system_score_gemma":0.001491626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2894958,"about_ca_topic_score_gemma":0.408051,"domain_scores_codex":[0.9960961,0.0009881149,0.0005486812,0.0005294649,0.0004221755,0.001415512],"domain_scores_gemma":[0.9960981,0.001852364,0.0006116593,0.0006148297,0.0002062836,0.0006167465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001994167,0.00007986581,0.9785419,0.0004530065,0.00003426385,0.00003338895,0.004992785,0.00001396283,0.0002912855,0.0006264222,0.0134929,0.001420357],"study_design_scores_gemma":[0.0004720217,0.00007959555,0.8043673,0.0005761699,0.00003580771,8.879015e-7,0.007592706,0.0001192419,0.00005208424,0.00007308987,0.1863565,0.0002745534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7460368,0.00009798953,0.00002169703,0.001298372,0.001617934,0.0009017477,0.00001892229,0.0001378262,0.2498688],"genre_scores_gemma":[0.9705876,0.0001344584,0.0003367164,0.01188483,0.0005352578,0.00003066815,0.00003293761,0.00005007575,0.01640747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334613,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182259250634518,"score_gpt":0.3844089343898688,"score_spread":0.266183009326417,"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."}}