{"id":"W2072160196","doi":"10.2196/resprot.3140","title":"Diet, Physical Activity, Lifestyle Behaviors, and Prevalence of Childhood Obesity in Irish Children: The Cork Children’s Lifestyle Study Protocol","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Children's Research Centre","keywords":"Irish; Physical activity; Childhood obesity; Obesity; Cork; Medicine; Gerontology; Protocol (science); Environmental health; Psychology; Overweight; Physical therapy; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01167,0.002284721,0.002585751,0.002754238,0.00211019,0.001953408,0.004047816,0.001904196,0.01617469],"category_scores_gemma":[0.007058831,0.002526924,0.002262738,0.003811591,0.001200038,0.001451535,0.002411283,0.002480368,0.004801832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008672304,"about_ca_system_score_gemma":0.01921584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06090051,"about_ca_topic_score_gemma":0.08715711,"domain_scores_codex":[0.9923403,0.002707714,0.00181762,0.001303789,0.0006741914,0.001156365],"domain_scores_gemma":[0.9936998,0.0005566508,0.001022218,0.001064442,0.002920042,0.0007369905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05288328,0.01191384,0.5538421,0.01963979,0.001596874,0.003794189,0.00881221,0.007579984,0.008090137,0.006150101,0.2442371,0.08146041],"study_design_scores_gemma":[0.01123791,0.005158364,0.8235846,0.003384093,0.0005084771,0.0007103836,0.005428884,0.002864324,0.001910328,0.0008699702,0.144006,0.0003367772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1120523,0.0008931039,0.007023891,0.0006807646,0.00035521,0.7333205,0.127299,0.0002941812,0.01808104],"genre_scores_gemma":[0.04023981,0.0005024738,0.01128612,0.0003294632,0.00005610221,0.911516,0.03255545,0.00006996096,0.003444621],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06090051,"threshold_uncertainty_score":0.1210921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689650352982246,"score_gpt":0.456432468886361,"score_spread":0.3995359653565386,"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."}}