{"id":"W4392594898","doi":"10.1080/21604851.2024.2321418","title":"Doggone fat: An analysis of the barriers to top surgery for fat trans and nonbinary people in Canada","year":2024,"lang":"en","type":"article","venue":"Fat Studies","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council","keywords":"Psychology; Sociology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435507,0.0002682359,0.0004775139,0.001817921,0.009058233,0.002979883,0.001457482,0.0006989114,0.002918006],"category_scores_gemma":[0.004293423,0.0004159642,0.0006580035,0.005017299,0.002559517,0.0009021217,0.003403754,0.002092464,0.0001613041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04702733,"about_ca_system_score_gemma":0.1038311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920981,"about_ca_topic_score_gemma":0.9965101,"domain_scores_codex":[0.9970375,0.0002604567,0.0001510037,0.0002148019,0.0008521767,0.001484067],"domain_scores_gemma":[0.9953024,0.0005815441,0.0008690707,0.00009848348,0.001445996,0.001702476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001683431,0.0001775354,0.759806,0.0003245563,0.00006535036,0.0007927127,0.2025329,0.0001025281,0.0005390043,0.002682316,0.004038488,0.02877019],"study_design_scores_gemma":[0.000009045298,0.00004744046,0.5998318,0.0003927047,0.00003394768,0.0002002246,0.3914389,0.0002780137,0.0001112461,0.0002037603,0.007403699,0.00004916832],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921336,0.0005967261,0.00008992837,0.001962293,0.00001797353,0.00006469421,0.0005692382,0.000004147255,0.004561357],"genre_scores_gemma":[0.9974409,0.0007582407,0.0001420685,0.000481079,0.000004871094,0.00002097132,0.0002059277,0.000006908414,0.0009389639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04702733,"threshold_uncertainty_score":0.3412088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0831441983131526,"score_gpt":0.4418956389115138,"score_spread":0.3587514405983612,"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."}}