{"id":"W2091199691","doi":"10.1136/bmjopen-2014-006650","title":"Can certified health professionals treat obesity in a community-based programme? A quasi-experimental study","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Dr. Everett Chalmers Regional Hospital; Dalhousie University","funders":"Canadian Institutes of Health Research; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Medicine; Certification; Obesity; Health professionals; Public health; Alternative medicine; Family medicine; Medical education; Health care; Nursing; Internal medicine; Pathology","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":[0.007229299,0.0007708175,0.001057473,0.0009746297,0.003288717,0.00124955,0.002066919,0.002217114,0.006201439],"category_scores_gemma":[0.01289274,0.000976182,0.0006937145,0.0007847789,0.001582136,0.001064103,0.001084454,0.001541519,0.0006427804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005009623,"about_ca_system_score_gemma":0.01613669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07774093,"about_ca_topic_score_gemma":0.1459685,"domain_scores_codex":[0.9945328,0.002716926,0.0002506232,0.0005449984,0.0008624974,0.001092161],"domain_scores_gemma":[0.9916524,0.003012653,0.001173803,0.0005756452,0.0008786067,0.002706947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04928163,0.7730586,0.02743372,0.00188873,0.0002679236,0.0002118161,0.01080911,0.0003884673,0.002010459,0.0004638974,0.002536799,0.1316489],"study_design_scores_gemma":[0.2361201,0.5187536,0.2152507,0.0007363197,0.0005558218,0.0001307809,0.01330586,0.001743764,0.001342058,0.0004981076,0.01142226,0.0001405074],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839959,0.0001730229,0.0002228172,0.0004573376,0.0001149384,0.01347231,0.0001412527,0.00002431833,0.001398096],"genre_scores_gemma":[0.9710917,0.0006063629,0.004811107,0.001249722,0.0002240229,0.01943497,0.0002254634,0.000007553278,0.002349074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07774093,"threshold_uncertainty_score":0.1545769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5055232634542055,"score_gpt":0.6127261999002968,"score_spread":0.1072029364460912,"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."}}