{"id":"W2413966766","doi":"","title":"The battle of the bulge and ostomy care.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bristol-Myers Squibb (Canada)","funders":"","keywords":"Medicine; Battle; Bulge; Ancient history; Astronomy","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":[0.00003848744,0.00002783593,0.00004517409,0.000008704536,0.00007145332,0.000005714034,0.00005325054,0.00001414512,0.000002594013],"category_scores_gemma":[0.0000483123,0.00001397011,0.00002702913,0.00007440994,0.00007048604,0.000007395739,0.00002421069,0.00003545437,0.000001847286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001159209,"about_ca_system_score_gemma":0.00001274692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008268099,"about_ca_topic_score_gemma":0.00004367669,"domain_scores_codex":[0.9997212,0.000008281353,0.00006249882,0.00005178322,0.00007383885,0.00008240587],"domain_scores_gemma":[0.9996057,0.0001001037,0.00002221778,0.0002088799,0.00004430036,0.00001883369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006441632,0.0001078743,0.2309105,0.00007949785,0.00008051758,0.000002605434,0.0005983728,0.000002190936,0.0009494784,0.03336334,0.08147137,0.6523699],"study_design_scores_gemma":[0.0001508782,0.00000391418,0.8992193,0.000002305424,0.00002312151,0.000008343928,0.0001021807,0.000001188758,0.001693511,0.0002059074,0.09857399,0.00001538098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190665,0.002831523,0.00001031854,0.006452731,0.0001791028,0.0004503817,0.000005211328,0.00001897112,0.07098521],"genre_scores_gemma":[0.9981933,0.00001204858,0.00001051839,0.00009548012,0.00007376488,0.0002788112,0.000001519427,0.000003486686,0.001331126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6683088,"threshold_uncertainty_score":0.05696846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007671341519015257,"score_gpt":0.1931569039920542,"score_spread":0.1854855624730389,"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."}}