{"id":"W4256061210","doi":"10.1038/oby.2008.371","title":"Oral Presentations Plenary Oral Abstracts","year":2008,"lang":"en","type":"article","venue":"Obesity","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec - Clinical Research Organization in Cancer; Electrovaya (Canada)","funders":"","keywords":"Citation; Computer science; Medicine; Information retrieval; Library 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":[],"consensus_categories":[],"category_scores_codex":[0.0001057762,0.00006942366,0.0001540428,0.00004236094,0.0001368376,0.000005540263,0.00003605954,0.00005184958,0.0002502227],"category_scores_gemma":[0.00007775973,0.00006186148,0.00007051135,0.00007670418,0.0000558408,0.00007383236,0.00001884082,0.0001335429,0.0002454605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001753403,"about_ca_system_score_gemma":0.00009659464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003732085,"about_ca_topic_score_gemma":0.00003794851,"domain_scores_codex":[0.9994053,0.0000221294,0.0001259232,0.0001275339,0.000153734,0.000165327],"domain_scores_gemma":[0.9995691,0.00004646174,0.00002772166,0.0001838063,0.00004755878,0.0001253427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000450543,0.0002797746,0.8931342,0.00002031578,0.00002889758,0.0005751356,0.0001867298,0.000008612868,0.0006073561,0.00004859812,0.1039826,0.001082711],"study_design_scores_gemma":[0.0004113977,0.00003097298,0.9822078,0.00001330217,0.00002239161,0.0001052002,0.00002262564,0.00005075303,0.001053322,0.00004062734,0.01597343,0.0000681606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730284,0.00007902265,0.00003335297,0.00052475,0.0001633082,0.00008631916,0.000003496511,0.0001011292,0.02598018],"genre_scores_gemma":[0.9861615,0.00002644441,0.0005621218,0.0002430811,0.0002459982,0.000003945382,0.00002261202,0.000008629392,0.01272569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08907359,"threshold_uncertainty_score":0.315498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851372124022621,"score_gpt":0.2902650159798922,"score_spread":0.241751294739666,"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."}}