{"id":"W4406501445","doi":"10.1016/j.ysur.2012.11.001","title":"10.1016/j.ysur.2012.11.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hernia repair and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Term (time); Surgery; Hernia; Quality of life (healthcare); General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006227464,0.001362697,0.000494132,0.001867219,0.0007315079,0.001842417,0.0009836513,0.00319568,0.8936707],"category_scores_gemma":[0.0012927,0.0003983272,0.000639171,0.0007457105,0.0006944054,0.002239543,0.001249656,0.001362875,0.8336405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006903249,"about_ca_system_score_gemma":0.0009168136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154682,"about_ca_topic_score_gemma":0.002072045,"domain_scores_codex":[0.9997266,0.00002471326,0.00002802386,0.00007232597,0.00007455718,0.00007376337],"domain_scores_gemma":[0.9991426,0.0001531455,0.0001443989,0.00004243291,0.000147366,0.000370061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002872617,0.00042212,0.008805669,0.0006574433,0.00004510075,0.0007072291,0.00011191,0.0003133421,0.0009020736,0.003664973,0.2003278,0.7837551],"study_design_scores_gemma":[0.00009025969,0.0002618894,0.01072646,0.00168425,0.00006836016,0.008138757,0.0004505502,0.0005400769,0.0007353126,0.004535698,0.972727,0.00004138684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009615269,0.01869868,0.004241696,0.007805211,0.002596539,0.0001364159,0.003074336,0.002219911,0.951612],"genre_scores_gemma":[0.02395265,0.007872401,0.003872923,0.002670452,0.00110786,0.0001151103,0.002313811,0.0004017978,0.957693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1063293,"threshold_uncertainty_score":0.1516658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007127819629558626,"score_gpt":0.1976951869863833,"score_spread":0.1905673673568247,"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."}}