{"id":"W2590330224","doi":"10.2147/ppa.s123914","title":"The Healthy Weights Initiative: the first 1,000 participants","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001021341,0.0001735394,0.0002070409,0.00001913398,0.01878029,0.0001644801,0.0006791861,0.0001289364,0.0003746517],"category_scores_gemma":[0.0009152928,0.00008743868,0.00003014959,0.00005326518,0.000426672,0.0006137381,0.0004196937,0.0008860957,0.0007606058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003722951,"about_ca_system_score_gemma":0.0002934024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120278,"about_ca_topic_score_gemma":0.009160936,"domain_scores_codex":[0.9974903,0.0005799661,0.0005076274,0.0003206311,0.0002939483,0.0008075463],"domain_scores_gemma":[0.9955347,0.002357919,0.0008596035,0.0008614624,0.0001740757,0.0002122656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006302763,0.0002110223,0.8325579,0.0006089523,0.00005456535,0.000006302735,0.03514206,7.867453e-7,0.000004992594,0.02672176,0.01765759,0.08640384],"study_design_scores_gemma":[0.0005197312,0.0004747992,0.6691437,0.0004854297,0.00002279057,6.789637e-7,0.003850112,0.0001238974,0.00001716679,0.005373851,0.3198307,0.0001570706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421416,0.001293375,0.00001759675,0.02001202,0.001099654,0.001285269,0.00003139927,0.00004855236,0.03407056],"genre_scores_gemma":[0.9895103,0.00496299,0.00003365078,0.0039541,0.0001750406,0.0004553349,0.000002487924,0.000009821766,0.0008962944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3021732,"threshold_uncertainty_score":0.9824971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3111250934139528,"score_gpt":0.4657606619243226,"score_spread":0.1546355685103698,"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."}}