{"id":"W3044091500","doi":"10.7202/1070228ar","title":"Questioning the Ethics of Promoting Weight Loss in Clinical Practice","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Weight loss; Equity (law); Psychology; Body mass index; Environmental health; Medicine; Political science; Obesity; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02647582,0.00009986778,0.0003597813,0.0001241994,0.0008995185,0.00001835287,0.0004041837,0.000740496,0.0001692649],"category_scores_gemma":[0.07785781,0.00007523276,0.00008667231,0.0004228726,0.0005462319,0.0004370999,0.00003867293,0.0125271,0.00005773625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478635,"about_ca_system_score_gemma":0.01813513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02097332,"about_ca_topic_score_gemma":0.1609931,"domain_scores_codex":[0.9913176,0.00593658,0.001790382,0.0001332022,0.0003958904,0.0004263802],"domain_scores_gemma":[0.9783297,0.01687218,0.002315651,0.0001776254,0.001467532,0.0008373503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003299323,0.0001019306,0.6282716,0.002395715,0.000112613,0.0006638322,0.2804562,0.00006542276,0.00001538523,0.07352019,0.008718653,0.005348518],"study_design_scores_gemma":[0.001607401,0.000883298,0.07805676,0.004221804,0.0001718777,0.000102644,0.04901745,0.0004948846,0.00003823092,0.003177219,0.861976,0.0002524295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1091156,0.002084443,0.0003817682,0.8827428,0.001631802,0.0003544549,0.00001227454,0.000007257831,0.003669634],"genre_scores_gemma":[0.9536835,0.001721365,0.003540565,0.03961437,0.001376919,0.000002109544,0.000001133107,0.00001750755,0.0000425611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8532574,"threshold_uncertainty_score":0.989751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3263526792893265,"score_gpt":0.557934530497159,"score_spread":0.2315818512078325,"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."}}