{"id":"W4389579891","doi":"10.1055/a-2226-0840","title":"Safety and efficacy of early versus late removal of LAMS for pancreatic fluid collections","year":2023,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Stent; Odds ratio; Surgery; Incidence (geometry); Adverse effect; Logistic regression; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004199324,0.0002652902,0.000851379,0.0009532311,0.0002609078,0.00122328,0.000403724,0.0004428402,0.0007043381],"category_scores_gemma":[0.01822236,0.0001717588,0.0008473126,0.0006112573,0.0005493779,0.00105962,0.0004188819,0.000649936,0.0002115654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376251,"about_ca_system_score_gemma":0.00059303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001906133,"about_ca_topic_score_gemma":0.0002438793,"domain_scores_codex":[0.9976204,0.0009608299,0.0003878855,0.0002926799,0.0005268409,0.0002112901],"domain_scores_gemma":[0.9724586,0.01208032,0.01213854,0.0009597344,0.001093428,0.001269421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01200368,0.000389629,0.9321893,0.0003273984,0.0003026633,0.0004705799,0.0000912229,0.0004146363,0.001971816,0.00008818805,0.0002116286,0.05153931],"study_design_scores_gemma":[0.0004222974,0.02008646,0.9641383,0.000262718,0.0004995326,0.004802428,0.0003190934,0.002899107,0.005009048,0.0002746742,0.001237476,0.00004886517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952927,0.003400316,0.0005670335,0.0001068286,0.00002250604,0.00001810429,0.0001062385,0.00001282922,0.0004734289],"genre_scores_gemma":[0.9989629,0.0004174997,0.000285816,0.00004749539,0.00009178658,0.00001476061,0.0001185554,0.000005447708,0.00005569001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004199324,"threshold_uncertainty_score":0.02220845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609567064492433,"score_gpt":0.3563067142573437,"score_spread":0.3202110436124194,"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."}}