{"id":"W4248591806","doi":"10.1089/obe.2008.0137","title":"Clinical Q & A","year":2008,"lang":"en","type":"article","venue":"Obesity Management","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Download; Library science; World Wide Web; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000211218,0.000108175,0.0002295962,0.00006307731,0.0001493913,0.000002876686,0.00007823127,0.00006417072,0.000698139],"category_scores_gemma":[0.00001403587,0.0000936441,0.0001406555,0.00009668365,0.0001037396,0.00003362143,0.0001032997,0.0001443645,0.00272845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006646184,"about_ca_system_score_gemma":0.00002033982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007205712,"about_ca_topic_score_gemma":0.000004103404,"domain_scores_codex":[0.9991082,0.00005164067,0.0002046268,0.0002557676,0.0001726811,0.0002070875],"domain_scores_gemma":[0.9994412,0.0000343783,0.00003587356,0.0003071255,0.00002525338,0.0001561403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674832,0.003415016,0.8694438,0.00008159009,0.0006207969,0.002443861,0.000102918,0.000002467958,0.00003106852,0.001269714,0.1146582,0.007763159],"study_design_scores_gemma":[0.001880279,0.000110776,0.7433864,0.00001405,0.0002338185,0.00007592469,0.000008571329,0.000008749115,0.0000782954,0.00009910178,0.2540292,0.00007487716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160055,0.000137402,0.000499958,0.0008498398,0.0002855182,0.0003906887,0.000001172683,0.0001180825,0.08171186],"genre_scores_gemma":[0.934006,0.001134988,0.006280766,0.002817291,0.0001254703,0.00002437016,0.0000209272,0.000009573008,0.05558062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139371,"threshold_uncertainty_score":0.9980481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07760621319539553,"score_gpt":0.3794032560412191,"score_spread":0.3017970428458236,"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."}}