{"id":"W4402409249","doi":"10.58931/cpct.2024.2229","title":"The Latest Updates in Obesity Management in Primary Care","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Primary care; Management of obesity; Primary (astronomy); Obesity; Medicine; Family medicine; Internal medicine; Weight loss","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":[0.005621918,0.0008664271,0.001237827,0.005092186,0.001197085,0.003750028,0.001762725,0.003501495,0.02609606],"category_scores_gemma":[0.03171657,0.0005452223,0.001218476,0.00668798,0.0008754047,0.002803452,0.001344641,0.005999203,0.007577091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006597389,"about_ca_system_score_gemma":0.01442022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09147783,"about_ca_topic_score_gemma":0.2169979,"domain_scores_codex":[0.9956164,0.0006823875,0.0008353331,0.0002041917,0.002259583,0.0004021658],"domain_scores_gemma":[0.9599372,0.009809653,0.002377736,0.000729067,0.02164306,0.005503415],"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":[0.00002569104,0.00003512646,0.000457273,0.001180321,0.00001443037,0.00007577272,0.00008165318,0.00004622803,0.00005349546,0.0005553443,0.7971083,0.2003664],"study_design_scores_gemma":[0.00002375432,0.00002073478,0.004288212,0.004143781,0.00003768279,0.0002070151,0.0001407398,0.00003717958,0.00003842015,0.0003049866,0.9907343,0.00002308836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00130262,0.403482,0.001569503,0.3296919,0.1716009,0.0002671245,0.00539628,0.0008133015,0.08587633],"genre_scores_gemma":[0.009776936,0.6748387,0.0129006,0.1022456,0.1423619,0.0004034818,0.008911804,0.0002819737,0.04827898],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9085222,"threshold_uncertainty_score":0.1818907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938752815375177,"score_gpt":0.3413805575279983,"score_spread":0.3219930293742465,"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."}}