{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756893,0.0004980051,0.0005542144,0.0007259276,0.00180812,0.001335108,0.0009709237,0.001231352,0.006141758],"category_scores_gemma":[0.002777935,0.0004882651,0.0004575884,0.0008208577,0.0003151504,0.001411557,0.002076628,0.001930573,0.002752904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402824,"about_ca_system_score_gemma":0.003974376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06497177,"about_ca_topic_score_gemma":0.06472708,"domain_scores_codex":[0.9991692,0.0001522029,0.00004926421,0.0001093558,0.0002738095,0.0002461123],"domain_scores_gemma":[0.9986104,0.00004320233,0.0001362848,0.0000542255,0.0002474962,0.0009083518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290514,0.002994959,0.623845,0.0008342993,0.0001199966,0.0006052693,0.004435467,0.0001255807,0.002828083,0.0007890987,0.1576489,0.2044829],"study_design_scores_gemma":[0.0004453275,0.0007162243,0.9359077,0.0004214625,0.00006536579,0.0003555353,0.003493313,0.0002894633,0.0004142153,0.0004249283,0.05741288,0.00005354706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819298,0.00466768,0.002342732,0.01516818,0.001395391,0.008926055,0.04675798,0.0006394174,0.03817284],"genre_scores_gemma":[0.8778745,0.004614762,0.01192519,0.01157825,0.0006698043,0.02387827,0.02904147,0.000219557,0.04019831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06497177,"threshold_uncertainty_score":0.1291872,"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."}}