{"id":"W2120765246","doi":"10.1186/1479-5868-8-48","title":"Clustering of children's activity behaviour: the use of self-report versus direct measures","year":2011,"lang":"en","type":"letter","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Behavioural sciences; Physical activity; Clinical nutrition; Psychology; Self-report study; Cluster analysis; Medicine; Clinical psychology; Computer science; Physical therapy; Artificial intelligence; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01481959,0.0003603,0.000962214,0.001041898,0.001124802,0.00236676,0.001475493,0.009541046,0.001419413],"category_scores_gemma":[0.1110284,0.0003691848,0.0004871615,0.001678676,0.001983576,0.002574858,0.0009733295,0.00649843,0.001292899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118246,"about_ca_system_score_gemma":0.0008264769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014727,"about_ca_topic_score_gemma":0.008308762,"domain_scores_codex":[0.9834553,0.008070263,0.002500035,0.001638178,0.003875792,0.0004605062],"domain_scores_gemma":[0.9181591,0.05787032,0.006860808,0.002966476,0.01282966,0.001313594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007610241,0.0001497172,0.1880937,0.00131015,0.0002253494,0.007672734,0.006722518,0.0002541655,0.001607329,0.00620862,0.5681757,0.2188189],"study_design_scores_gemma":[0.0005055576,0.001309996,0.3006543,0.004895852,0.0004150438,0.05549237,0.01933153,0.005183725,0.003917849,0.02347435,0.584112,0.0007073827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02567153,0.00615388,0.001742966,0.9509137,0.01049454,0.00005526607,0.0003223523,0.00005495215,0.004590766],"genre_scores_gemma":[0.2232794,0.008984884,0.006411258,0.7227405,0.03347032,0.0003448606,0.0002184355,0.00009369953,0.004456642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01481959,"threshold_uncertainty_score":0.07837445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08130107077556561,"score_gpt":0.3343880687341689,"score_spread":0.2530869979586032,"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."}}