{"id":"W4308924658","doi":"10.1016/j.jcjd.2022.09.059","title":"Understanding Therapeutic Inertia in Obesity Management: A Quantitative Study From the Perspective of People With Obesity in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; Calgary Laboratory Services","funders":"","keywords":"Medicine; Perspective (graphical); Obesity; Management of obesity; Inertia; Gerontology; Internal medicine; Weight loss; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006431502,0.0003030678,0.0008095087,0.001950959,0.01317661,0.006250076,0.002209037,0.001578582,0.002642306],"category_scores_gemma":[0.0227676,0.0006384788,0.0009563873,0.004526609,0.004667914,0.001818754,0.004620237,0.004541147,0.0001256764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08867633,"about_ca_system_score_gemma":0.1500696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761918,"about_ca_topic_score_gemma":0.9856616,"domain_scores_codex":[0.9921041,0.002119339,0.0005304688,0.0006290897,0.002205898,0.002411091],"domain_scores_gemma":[0.9798932,0.005665386,0.003983277,0.0003706581,0.00501788,0.005069583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002005013,0.0007032012,0.6503233,0.0002229258,0.0001376021,0.0002321776,0.3281564,0.0001370533,0.0001813041,0.001989682,0.003073893,0.01464187],"study_design_scores_gemma":[0.00004177306,0.0000941304,0.601375,0.0003738116,0.00008215675,0.00007282482,0.3924016,0.0004580898,0.00006356803,0.0003830039,0.004588836,0.00006515847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926261,0.0004080477,0.00009088309,0.003702544,0.00002753635,0.00009417058,0.0002522306,0.000002853221,0.002795557],"genre_scores_gemma":[0.9979321,0.0003226547,0.0001931754,0.0008779251,0.00001177255,0.00005700487,0.0001341648,0.00000610695,0.0004649856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08867633,"threshold_uncertainty_score":0.6433948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3539191215426682,"score_gpt":0.4781877411085338,"score_spread":0.1242686195658656,"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."}}