{"id":"W2394580389","doi":"10.3945/ajcn.115.122309","title":"Reply to VB Paravidino et al.","year":2015,"lang":"en","type":"letter","venue":"American Journal of Clinical Nutrition","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Computer science; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024597,0.0008040345,0.001343698,0.0007193379,0.003009254,0.003168755,0.001836206,0.03845541,0.007782922],"category_scores_gemma":[0.02360045,0.0006685777,0.0009251569,0.0006072049,0.002103642,0.003096093,0.001624756,0.0274002,0.006896241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002817515,"about_ca_system_score_gemma":0.003218258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005269623,"about_ca_topic_score_gemma":0.006204811,"domain_scores_codex":[0.9981773,0.0005536532,0.0002107558,0.0002700367,0.0004868665,0.0003013432],"domain_scores_gemma":[0.9958609,0.001780143,0.0003840352,0.0001159386,0.001022954,0.0008360052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004457216,0.00001560706,0.0004716303,0.00003141044,0.000008072803,0.0009095083,0.00007858631,0.00002719592,0.00004946512,0.0007300801,0.9948654,0.002768518],"study_design_scores_gemma":[0.0001429503,0.00008449492,0.00171036,0.0004435688,0.00004328888,0.004550543,0.0007228757,0.000457433,0.0003015241,0.006516783,0.9849306,0.00009555965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002532268,0.00116031,0.00004368243,0.9778038,0.01910007,0.000008742272,0.00006319119,0.00003013483,0.001536893],"genre_scores_gemma":[0.002684968,0.0007669444,0.00008881358,0.9709281,0.02124858,0.00002707238,0.00003838701,0.00001730459,0.00419977],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03845541,"threshold_uncertainty_score":0.0260365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0706136718781583,"score_gpt":0.4145182550533072,"score_spread":0.3439045831751489,"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."}}