{"id":"W4383753478","doi":"10.1001/amajethics.2023.528","title":"Five Ways Health Care Can Be Better for Fat People","year":2023,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Manitoba","funders":"","keywords":"Health care; Oppression; Stigma (botany); Ideology; Power (physics); Psychology; Dysfunctional family; Medicine; Public relations; Social psychology; Nursing; Psychiatry; Political science","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":[0.02459512,0.00111795,0.000636052,0.003044225,0.01609657,0.02023559,0.002397246,0.0113784,0.01012129],"category_scores_gemma":[0.02331997,0.0007582823,0.001472758,0.001605766,0.04649145,0.02189225,0.01846385,0.0173585,0.00158081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009444102,"about_ca_system_score_gemma":0.03532149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009491449,"about_ca_topic_score_gemma":0.02606099,"domain_scores_codex":[0.9710971,0.01978926,0.0008689375,0.0008338547,0.003007205,0.004403639],"domain_scores_gemma":[0.9852124,0.003866473,0.001351252,0.001338961,0.001917511,0.006313415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001194254,0.0005182906,0.006920705,0.000983035,0.0001329336,0.0006355385,0.1014655,0.000374972,0.00046535,0.7347379,0.06083861,0.09280783],"study_design_scores_gemma":[0.0002129047,0.0002599946,0.004722685,0.004183195,0.00009938741,0.0006882573,0.2259274,0.0003858837,0.0004872101,0.4451256,0.3176522,0.0002552689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01918705,0.01045368,0.007621212,0.8666273,0.003751569,0.0001830792,0.00005567069,0.0001701674,0.09195023],"genre_scores_gemma":[0.729149,0.01797483,0.04355661,0.1830301,0.001161707,0.0007559761,0.00008941705,0.0001272674,0.02415516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02459512,"threshold_uncertainty_score":0.130073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757883516115983,"score_gpt":0.5003452778238787,"score_spread":0.3245569262122805,"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."}}