{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000265723,0.00006857084,0.0001330989,0.00002828215,0.00008337646,0.000004385049,0.00005987411,0.00002078021,0.0002431054],"category_scores_gemma":[0.0001303587,0.00003572648,0.00005630956,0.0001398646,0.00004499291,0.00003674791,0.00003387606,0.00008842932,0.000583537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001293709,"about_ca_system_score_gemma":0.00006501782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008256785,"about_ca_topic_score_gemma":5.010527e-7,"domain_scores_codex":[0.9994906,0.00001939161,0.00007874534,0.00005550585,0.0001222234,0.000233528],"domain_scores_gemma":[0.9995643,0.0000490739,0.00002158415,0.0002171697,0.0000253846,0.0001224867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001137139,0.0009673156,0.5150855,0.0001122806,0.0003550915,0.000002597946,0.0312626,7.067278e-8,0.002350507,0.04430122,0.3667333,0.03871577],"study_design_scores_gemma":[0.0001797716,0.00001273459,0.4603815,0.000004284452,0.0001838092,0.000006450094,0.001095659,2.390434e-7,0.0004133153,0.0001162905,0.5375625,0.00004346835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946122,0.01040902,0.000011292,0.007794559,0.003185811,0.0001883573,0.000001264342,0.00004778591,0.08374972],"genre_scores_gemma":[0.9880556,0.0002116314,0.0003240588,0.001274913,0.00253747,0.00001992163,0.000001338876,0.00001139487,0.007563623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708291,"threshold_uncertainty_score":0.7500383,"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."}}