{"id":"W4413560628","doi":"10.64628/aam.3cgqvgmqe","title":"Are we over weight yet? New guidelines aim to reduce obesity stigma in health care","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Concordia University; Dalhousie University","funders":"","keywords":"Stigma (botany); Weight stigma; Obesity; Medicine; Health care; Psychology; Gerontology; Environmental health; Political science; Psychiatry; Overweight; Endocrinology","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":[0.02479438,0.0004863071,0.0008722112,0.001621953,0.004246353,0.007226319,0.001491367,0.008800495,0.0282176],"category_scores_gemma":[0.1045285,0.000430274,0.0009694098,0.002050835,0.004973859,0.01044588,0.005079249,0.01230289,0.004644775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006102535,"about_ca_system_score_gemma":0.03156294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03081777,"about_ca_topic_score_gemma":0.0548724,"domain_scores_codex":[0.9891388,0.005521594,0.0006704624,0.0004331853,0.003034752,0.001201167],"domain_scores_gemma":[0.9133509,0.04109057,0.004311971,0.004496442,0.01948113,0.01726901],"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":[0.00004575308,0.0003058571,0.004973648,0.0006829205,0.00007272996,0.00009068213,0.005053887,0.0001317973,0.000127426,0.08561493,0.7508757,0.1520247],"study_design_scores_gemma":[0.0002422731,0.0001193546,0.02598473,0.00524726,0.0001900857,0.0001935588,0.01409636,0.0006504467,0.0003003163,0.2536108,0.6992649,0.00009990308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003272147,0.004892939,0.001686691,0.9604729,0.01057808,0.00004870071,0.0001602621,0.00009885251,0.01878949],"genre_scores_gemma":[0.1517721,0.02549506,0.03147348,0.6986555,0.02489969,0.0008478724,0.0009908304,0.0006516797,0.06521379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03081777,"threshold_uncertainty_score":0.1311268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2891185086955633,"score_gpt":0.545610223785748,"score_spread":0.2564917150901847,"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."}}