{"id":"W4388112443","doi":"10.1080/09581596.2023.2273201","title":"How pharmaceutical companies misappropriate fat acceptance","year":2023,"lang":"en","type":"article","venue":"Critical Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Stigma (botany); Pharmaceutical industry; Public relations; Health professionals; Intervention (counseling); Pharmaceutical care; Health care; Business; Marketing; Psychology; Medicine; Nursing; Political science; Pharmacy; Psychiatry; Pharmacology; Law","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":[0.03320298,0.0003739175,0.0002816208,0.00155254,0.01183381,0.01566585,0.001440278,0.0098891,0.009341259],"category_scores_gemma":[0.08443984,0.0005490313,0.0005471344,0.0009966898,0.02060848,0.009145596,0.008367913,0.01257385,0.002271644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007865848,"about_ca_system_score_gemma":0.01274369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114235,"about_ca_topic_score_gemma":0.009572207,"domain_scores_codex":[0.9627115,0.02079818,0.001034799,0.001921294,0.009543316,0.003990866],"domain_scores_gemma":[0.9267541,0.04624875,0.009677968,0.003969505,0.007785878,0.005563846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002036533,0.0005327389,0.03441862,0.0004368915,0.0001033917,0.002070118,0.2960524,0.0001996898,0.002219889,0.3630557,0.1471833,0.1535236],"study_design_scores_gemma":[0.0001584046,0.0003238607,0.0145894,0.001784342,0.0001185174,0.00127271,0.2299799,0.0007172858,0.002797101,0.08631171,0.6617905,0.000156218],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1958441,0.006742197,0.004015248,0.6196484,0.002710099,0.00009108665,0.00004684636,0.0001275674,0.1707744],"genre_scores_gemma":[0.8741517,0.002393709,0.0008626912,0.1078692,0.0008169755,0.00004103033,0.00002465646,0.0001045605,0.01373555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03320298,"threshold_uncertainty_score":0.1755963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.377750449330454,"score_gpt":0.5621393944648462,"score_spread":0.1843889451343922,"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."}}