{"id":"W4225015523","doi":"10.1177/14777509221096629","title":"Ethics of recommending weight loss in older adults: A case study","year":2022,"lang":"en","type":"article","venue":"Clinical Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ethical dilemma; Ethical decision; Dilemma; Action (physics); Health professionals; Ethical issues; Health care; Psychology; Ethical code; Engineering ethics; Public relations; Nursing; Medicine; Political science; Social psychology; 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":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1748441,0.0002289652,0.0008052386,0.0001870326,0.002658297,0.000006266413,0.0007516464,0.002140051,0.003037489],"category_scores_gemma":[0.2912328,0.0002217112,0.000171223,0.0008487636,0.0008060712,0.0001433944,0.001801225,0.1240936,0.0001074372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017965,"about_ca_system_score_gemma":0.002913061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003394764,"about_ca_topic_score_gemma":0.005540754,"domain_scores_codex":[0.9086724,0.08365136,0.003968844,0.0008733395,0.002058019,0.0007760408],"domain_scores_gemma":[0.679197,0.3176657,0.001151586,0.0009919577,0.0006779641,0.0003158098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009043107,0.006868902,0.6121431,0.001629775,0.0001220995,0.008203858,0.3327122,0.00002197328,9.615324e-7,0.02815456,0.005386529,0.003851724],"study_design_scores_gemma":[0.01440443,0.002142969,0.0151861,0.00192271,0.0002074333,0.0003066231,0.8464972,0.0008437397,0.000001388269,0.04411036,0.07367603,0.0007010586],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491329,0.0002071697,0.0004215992,0.1304396,0.008198683,0.002504974,0.00003977568,0.0001322591,0.008922987],"genre_scores_gemma":[0.963534,0.0005846221,0.001106255,0.03353541,0.0004592026,0.000324206,0.00001080026,0.00005836228,0.0003871423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.596957,"threshold_uncertainty_score":0.9991554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4009342596215875,"score_gpt":0.6452637358688775,"score_spread":0.24432947624729,"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."}}