{"id":"W3125430450","doi":"10.17294/2330-0698.1752","title":"Patient Recommendations for Providers to Avoid Stigmatizing Weight in Rural-Based Women With Low Income","year":2021,"lang":"en","type":"article","venue":"Journal of patient-centered research and reviews","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Central Michigan University","keywords":"Stigma (botany); Scrutiny; Health care; Weight stigma; Medicine; Health equity; Social stigma; Gerontology; Low income; Environmental health; Family medicine; Nursing; Psychology; Public health; Psychiatry; Socioeconomics; Obesity; Economic growth; Overweight; Political science; Human immunodeficiency virus (HIV)","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":[],"consensus_categories":[],"category_scores_codex":[0.004327203,0.0001505541,0.0005921929,0.0004890084,0.0008561626,0.00005001,0.0001482475,0.00008666635,0.0003224548],"category_scores_gemma":[0.002123717,0.00009931108,0.00006156791,0.0006057869,0.00005409788,0.0004258768,0.0001170305,0.001291412,0.00004144389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005199197,"about_ca_system_score_gemma":0.001104814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004725161,"about_ca_topic_score_gemma":0.000653523,"domain_scores_codex":[0.9942238,0.002783163,0.001473922,0.0002111209,0.0004888244,0.0008192251],"domain_scores_gemma":[0.9956439,0.001571093,0.0008691569,0.0002301063,0.001098324,0.0005874819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01261049,0.006285182,0.1733364,0.04772661,0.0002791435,0.0003744462,0.1010514,0.0000579251,0.001742343,0.0004521653,0.1691118,0.4869721],"study_design_scores_gemma":[0.004884916,0.006117431,0.004042903,0.0307216,0.0000185094,0.00002147938,0.03333946,0.000073275,0.0002012879,0.0003574529,0.9199805,0.0002411733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565526,0.006847477,0.0004141787,0.03157751,0.0005376351,0.003804541,0.00003733369,0.000007186586,0.0002215439],"genre_scores_gemma":[0.8888322,0.04870508,0.04782687,0.01066701,0.0006858475,0.002189377,0.00006983601,0.0001044918,0.0009192594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7508687,"threshold_uncertainty_score":0.6584997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420066567057861,"score_gpt":0.4844498112927983,"score_spread":0.3424431545870121,"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."}}