{"id":"W2889505119","doi":"10.1016/j.pmedr.2018.08.016","title":"Constraints to implementing guidelines for the identification, assessment, and management of childhood obesity in the clinical care setting: Prevention and treatment framework","year":2018,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Health care; Clinical pathway; Context (archaeology); Documentation; Childhood obesity; Nursing; Medicine; Overweight; Focus group; Obesity; Business; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003370807,0.0001925626,0.0004505963,0.00007137588,0.0001977423,0.00001902922,0.00009065963,0.00005725208,0.00001955979],"category_scores_gemma":[0.0007420651,0.0001083766,0.0001099563,0.0002104365,0.0004176525,0.00006231504,0.0001468185,0.0001380822,4.526866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006701967,"about_ca_system_score_gemma":0.00007276426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005495974,"about_ca_topic_score_gemma":0.0000884683,"domain_scores_codex":[0.997511,0.0002083438,0.001145305,0.0005068959,0.0003852796,0.0002432099],"domain_scores_gemma":[0.9976901,0.0005799737,0.0006069406,0.0005101158,0.0005248233,0.00008803434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002351006,0.002009539,0.8600606,0.0002907196,0.0004039773,0.00002584403,0.00271099,3.565708e-7,0.00006472235,0.001344084,0.0005277795,0.1325378],"study_design_scores_gemma":[0.001063443,0.001179721,0.9827662,0.0009433225,0.0008327989,0.00005363875,0.006345853,0.0000369629,0.0002480269,0.005343262,0.001096976,0.0000897799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824364,0.0004773695,0.007024929,0.004955753,0.0002314015,0.004389311,0.000009653026,0.0000177671,0.0004574307],"genre_scores_gemma":[0.9938812,0.00028795,0.004685576,0.0002132978,0.0005194925,0.0002737035,0.00003396453,0.00001443968,0.0000903836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1324481,"threshold_uncertainty_score":0.4419469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08427964821283462,"score_gpt":0.473980094799329,"score_spread":0.3897004465864943,"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."}}