{"id":"W1526244440","doi":"10.1155/2015/795859","title":"Early Obesity Prevention: A Randomized Trial of a Practice-Based Intervention in 0–24-Month Infants","year":2015,"lang":"en","type":"article","venue":"Journal of Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Danone Institute North America","keywords":"Algorithm; Medicine; Computer science; Artificial intelligence; Machine learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005643565,0.0002066034,0.001546083,0.0003345089,0.00002861351,0.00002873844,0.0001915663,0.0001577349,0.00004195251],"category_scores_gemma":[0.004930068,0.0001661661,0.0008774911,0.0003874574,0.0001382104,0.0007739171,0.00007914634,0.0006786021,0.0000147205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991273,"about_ca_system_score_gemma":0.0004846679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002607995,"about_ca_topic_score_gemma":0.00008771569,"domain_scores_codex":[0.9958926,0.001314018,0.001304155,0.0001978609,0.001057366,0.0002340015],"domain_scores_gemma":[0.9959233,0.0006633095,0.001832164,0.0003043529,0.0009753016,0.0003015064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8219489,0.05787676,0.1175391,0.0001791892,0.0003475333,0.0001795182,0.0003752273,0.00003281431,0.0001777623,0.0001323676,0.0004019153,0.00080889],"study_design_scores_gemma":[0.7343605,0.005290036,0.2538248,0.0006775807,0.00065765,0.00005291825,0.00008604224,0.0002244826,0.001683093,0.002897967,0.0001157186,0.0001292185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956254,0.0001935464,0.0007231732,0.0006463298,0.0006162865,0.001214555,0.000003350301,0.00001476848,0.0009625814],"genre_scores_gemma":[0.9974535,0.00002234305,0.001852274,0.00005546519,0.0003984233,0.00001104844,0.000003443751,0.00001634936,0.0001871923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362857,"threshold_uncertainty_score":0.6776056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144322514526258,"score_gpt":0.3343953530234653,"score_spread":0.3029521278782027,"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."}}