{"id":"W4214486457","doi":"10.9778/cmajo.20200289","title":"Updating the Canadian clinical practice guideline for managing pediatric obesity: a protocol","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Obesity Canada; University of Alberta","keywords":"Guideline; Medicine; Grading (engineering); Protocol (science); Psychological intervention; Systematic review; Family medicine; MEDLINE; Nursing; Alternative medicine; Political science; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1272303,0.002451509,0.004777772,0.01356499,0.008387169,0.009155635,0.006653216,0.009359533,0.04842613],"category_scores_gemma":[0.201807,0.003629818,0.006173367,0.01493098,0.004523164,0.007488873,0.00858821,0.01178455,0.01488451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04960096,"about_ca_system_score_gemma":0.2825451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09864106,"about_ca_topic_score_gemma":0.2132736,"domain_scores_codex":[0.8896318,0.04435123,0.03556048,0.004777498,0.02077648,0.004902465],"domain_scores_gemma":[0.7764027,0.0416989,0.01808544,0.01188524,0.1417281,0.01019977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002211758,0.001185026,0.002312052,0.06715583,0.0003988526,0.0005985767,0.006902832,0.001616263,0.0009593856,0.01213512,0.6638478,0.2406764],"study_design_scores_gemma":[0.01110002,0.0008271832,0.01211474,0.1027856,0.0007326851,0.0004774211,0.003303187,0.001447065,0.0009887293,0.008807792,0.8567376,0.0006780541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007689376,0.001781208,0.00605541,0.007208417,0.00124713,0.9628531,0.01017418,0.0002206398,0.009690983],"genre_scores_gemma":[0.001615048,0.00246519,0.03278336,0.002697992,0.000156364,0.9523149,0.00564958,0.0000450884,0.002272425],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.901359,"threshold_uncertainty_score":0.6728662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3040838666157659,"score_gpt":0.5752941900199089,"score_spread":0.271210323404143,"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."}}