{"id":"W2887989713","doi":"10.1111/codi.14369","title":"Incidence, risk factors and prevention of stoma site incisional hernias: a systematic review and meta‐analysis","year":2018,"lang":"en","type":"review","venue":"Colorectal Disease","topic":"Stoma care and complications","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Erasmus+; Erasmus Medisch Centrum","keywords":"Medicine; Incisional hernia; Stoma (medicine); Incidence (geometry); Surgery; Hernia; Relative risk; General surgery; Internal medicine; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009561242,0.002165991,0.01426591,0.006423149,0.0006988954,0.003087345,0.001701709,0.002217983,0.003496472],"category_scores_gemma":[0.0231463,0.001402904,0.02599193,0.007347718,0.000648297,0.00158779,0.001221156,0.001455068,0.0002466374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853668,"about_ca_system_score_gemma":0.003186479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320409,"about_ca_topic_score_gemma":0.0102751,"domain_scores_codex":[0.9935871,0.002582448,0.002152294,0.0006617444,0.0007827146,0.0002337281],"domain_scores_gemma":[0.9823385,0.0125695,0.003291495,0.0004333472,0.001144581,0.0002225804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001768544,0.00004823504,0.0101233,0.6004518,0.3715242,0.0002198431,0.0001124868,0.000374119,0.0002218076,0.0001097862,0.000563063,0.01448276],"study_design_scores_gemma":[0.0005061157,0.000379741,0.01065492,0.05662121,0.928923,0.000266419,0.00009082666,0.0002037357,0.0001471805,0.0001460001,0.002027333,0.00003352076],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004994291,0.9940172,0.0001970547,0.0001236058,0.00007321011,0.0001783736,0.0002509146,0.000009721854,0.0001556265],"genre_scores_gemma":[0.1231705,0.8733113,0.001376378,0.0004798006,0.0001999284,0.0007442389,0.0004717085,0.00001448578,0.0002316269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01426591,"threshold_uncertainty_score":0.0505653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05393534652480434,"score_gpt":0.3633963876953048,"score_spread":0.3094610411705004,"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."}}