{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005152129,0.0002817502,0.000666114,0.0002786528,0.003363199,0.0001896511,0.0005001934,0.0003701816,0.002308311],"category_scores_gemma":[0.007753462,0.0002559013,0.0001037094,0.00113393,0.0004455226,0.001162803,0.0003339204,0.002404956,0.008318243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027693,"about_ca_system_score_gemma":0.00171119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656941,"about_ca_topic_score_gemma":0.0001769466,"domain_scores_codex":[0.9918475,0.002899193,0.0008782191,0.0006576354,0.0007282056,0.002989278],"domain_scores_gemma":[0.9915364,0.005217961,0.0002051329,0.0005534098,0.0004404247,0.002046672],"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":[0.00006113061,0.0003805333,0.004955869,0.006683995,0.00003249623,0.00004022559,0.00533193,6.690481e-7,0.00003420048,0.3362021,0.6192412,0.02703558],"study_design_scores_gemma":[0.0007787739,0.0001292473,0.01417566,0.0001859277,0.000009593436,0.000003786266,0.01106266,0.001266814,0.000003270637,0.004161688,0.9679709,0.00025166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03061076,0.001244305,0.002701647,0.9431797,0.003222849,0.001241001,0.00009177851,0.00148808,0.01621986],"genre_scores_gemma":[0.9347581,0.001581978,0.001215528,0.05343259,0.00205371,0.0002630592,0.00007455502,0.00006651588,0.006553965],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9041473,"threshold_uncertainty_score":0.9999893,"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."}}