{"id":"W2465440941","doi":"10.2196/resprot.5158","title":"Prediction of Preadolescent Overweight and Poor Cardiometabolic Outcome in Children up to 6 Years of Age: Research Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw","keywords":"Overweight; Medicine; Body mass index; Psychological intervention; Gerontology; Obesity; Outcome (game theory); Pediatrics; Young adult; Physical therapy; Internal medicine; Psychiatry","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":[0.0265665,0.004383787,0.006353056,0.003197265,0.004846246,0.002313139,0.003872561,0.00438711,0.04653778],"category_scores_gemma":[0.02193699,0.003465275,0.004694209,0.00406689,0.00193222,0.002987836,0.003171508,0.004566222,0.0131285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007251901,"about_ca_system_score_gemma":0.03024781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103202,"about_ca_topic_score_gemma":0.01126907,"domain_scores_codex":[0.9868241,0.006259079,0.002816533,0.001828598,0.0009651458,0.001306565],"domain_scores_gemma":[0.9835134,0.003368224,0.003025457,0.002165327,0.00625641,0.001671202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.406432,0.07159496,0.09601757,0.06789634,0.004045276,0.001938288,0.005110508,0.01988623,0.004461111,0.01157524,0.1007399,0.2103026],"study_design_scores_gemma":[0.3459861,0.123081,0.2416515,0.02347963,0.00395749,0.0007761834,0.005356307,0.01782511,0.005623531,0.00991739,0.2211087,0.001237039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00394245,0.0001238818,0.001497902,0.00008250008,0.00005345847,0.989349,0.004007274,0.00005339025,0.0008901745],"genre_scores_gemma":[0.001748298,0.00009438097,0.001599095,0.00003729262,0.00001259501,0.9956087,0.0007065031,0.000003405135,0.0001896892],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04653778,"threshold_uncertainty_score":0.1556844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1986445820568965,"score_gpt":0.5172318684613181,"score_spread":0.3185872864044216,"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."}}