{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122467,0.0002321626,0.0007364227,0.00007575033,0.0004712685,0.0001547187,0.0003626132,0.0001012066,0.0004651407],"category_scores_gemma":[0.0002926068,0.0002126357,0.0002671022,0.001326012,0.0001068773,0.0004013178,0.000512333,0.000436683,0.0001013159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053755,"about_ca_system_score_gemma":0.0004573133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378888,"about_ca_topic_score_gemma":0.000411878,"domain_scores_codex":[0.9981455,0.0001891882,0.0002036503,0.0005910152,0.0005328836,0.000337763],"domain_scores_gemma":[0.9981577,0.0004850908,0.0001527988,0.0007002401,0.0002601066,0.0002440746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.003613769,0.3748234,0.3334574,0.002350819,0.002106425,0.0001399067,0.001365914,0.0006783699,0.09356848,0.001854146,0.182961,0.003080309],"study_design_scores_gemma":[0.002156225,0.003364681,0.8924841,0.0007960138,0.0004870885,0.00005961035,0.00005456374,0.002192034,0.0956684,0.0008899599,0.001427294,0.0004200153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734645,0.0000257841,0.00001971128,0.001306565,0.0001733725,0.002004523,0.00002246054,0.00005056933,0.02293244],"genre_scores_gemma":[0.9210244,0.00001418312,0.0001030113,0.00003890179,0.000176915,0.00007668762,0.000003692317,0.00002648508,0.07853568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590267,"threshold_uncertainty_score":0.8671032,"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."}}