{"id":"W3113213304","doi":"10.21203/rs.3.rs-17487/v1","title":"A pilot study evaluating the clinically managed weight loss program at the Wellness Institute at Seven Oaks General Hospital","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Weight loss; Overweight; Obesity; Medicine; Weight management; Anthropometry; Population; Gerontology; Physical therapy; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006709724,0.001000928,0.001000266,0.001032594,0.001650932,0.0008314652,0.001869272,0.001698101,0.005808006],"category_scores_gemma":[0.00642891,0.0005799286,0.001240007,0.001031233,0.001187485,0.001097348,0.001278718,0.001888812,0.0006117795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289111,"about_ca_system_score_gemma":0.00964113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914667,"about_ca_topic_score_gemma":0.03977696,"domain_scores_codex":[0.9951148,0.002741016,0.0003162679,0.000434447,0.0005595718,0.0008339393],"domain_scores_gemma":[0.9938529,0.001745902,0.0006605089,0.0004336712,0.001070857,0.002236191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.08245608,0.7297997,0.04648038,0.001690309,0.0006948118,0.0007096731,0.003537793,0.001862213,0.005191693,0.000308648,0.002505932,0.1247627],"study_design_scores_gemma":[0.05145365,0.8619419,0.08086866,0.0001301018,0.0002546929,0.00005915818,0.002166975,0.0005971928,0.0008389123,0.00006675156,0.001573995,0.00004795397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872203,0.0001056841,0.0001993566,0.0002132515,0.00005785332,0.01101616,0.0003739208,0.00002205973,0.0007914465],"genre_scores_gemma":[0.9706671,0.0004532116,0.00457899,0.0006950815,0.0001454037,0.0210864,0.00091368,0.00001051853,0.001449692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914667,"threshold_uncertainty_score":0.03807044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4263809753865176,"score_gpt":0.6229203533526749,"score_spread":0.1965393779661573,"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."}}