{"id":"W3018084898","doi":"10.14288/hfjc.v12i3.278","title":"Can regular physical activity prevent obesity? 3: Empirical longitudinal evidence of its efficacy.","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Obesity; Medicine; Categorization; Longitudinal study; Childhood obesity; Physical fitness; Physical therapy; Psychology; Gerontology; Developmental psychology; Overweight; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01088425,0.0005860609,0.002563927,0.001510965,0.0003425732,0.003343099,0.001098004,0.002830143,0.009058581],"category_scores_gemma":[0.04720916,0.0007888844,0.003068006,0.002017523,0.001028165,0.002068654,0.001018425,0.001296401,0.0009692473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219418,"about_ca_system_score_gemma":0.00276578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00431195,"about_ca_topic_score_gemma":0.007640666,"domain_scores_codex":[0.9936994,0.002818626,0.001766198,0.0006759649,0.0008544932,0.0001853594],"domain_scores_gemma":[0.9685779,0.02100473,0.007051718,0.001093871,0.001975694,0.0002961099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007067108,0.000640806,0.0159759,0.356637,0.02124212,0.000246249,0.00091988,0.0002953575,0.0004897519,0.004774831,0.007882485,0.5838286],"study_design_scores_gemma":[0.004931657,0.008676993,0.0985062,0.7056449,0.048765,0.001138448,0.002076818,0.0004721513,0.0008340247,0.005504925,0.1232718,0.0001770729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003632161,0.9924977,0.0001041978,0.00189564,0.0003296524,0.0001224822,0.0002978318,0.000006203251,0.00111411],"genre_scores_gemma":[0.07257313,0.9209582,0.0007769662,0.003347214,0.0008631109,0.0004167602,0.0004737075,0.000009377516,0.0005815249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088425,"threshold_uncertainty_score":0.05756211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0600581844592489,"score_gpt":0.3620043316437153,"score_spread":0.3019461471844664,"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."}}