{"id":"W4392117924","doi":"10.15173/m.v1i8.666","title":"Bariatric Basics","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008721548,0.0004500111,0.0004622452,0.00141316,0.001608744,0.001356954,0.0007297773,0.0009845059,0.1114682],"category_scores_gemma":[0.002697046,0.0002570466,0.0003256307,0.0007816289,0.0006577577,0.0008820767,0.002682508,0.001878092,0.04143956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972665,"about_ca_system_score_gemma":0.002193883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134217,"about_ca_topic_score_gemma":0.004418617,"domain_scores_codex":[0.9996312,0.0000530401,0.00002398547,0.00005494225,0.0001579387,0.0000790351],"domain_scores_gemma":[0.9987124,0.0001114871,0.00007183692,0.0001880259,0.0002695888,0.0006467407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003592332,0.0003210953,0.004100118,0.0005747668,0.00001790609,0.0003442418,0.0003890543,0.0000330339,0.003524367,0.01140052,0.3550039,0.6239318],"study_design_scores_gemma":[0.00003966501,0.000144427,0.01221172,0.0003389782,0.00001198674,0.001149216,0.0001576617,0.00002190334,0.0004148424,0.001943454,0.9835554,0.00001075981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03406111,0.08071274,0.003124789,0.07749783,0.01817238,0.0003038819,0.00179832,0.001587089,0.7827418],"genre_scores_gemma":[0.1019287,0.04715686,0.007159622,0.03029555,0.01691715,0.0003893345,0.001751608,0.0004577234,0.7939433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1114682,"threshold_uncertainty_score":0.3728983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747343788939379,"score_gpt":0.2972054591787474,"score_spread":0.2697320212893536,"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."}}