{"id":"W4406535713","doi":"10.1016/j.yprs.2013.06.056","title":"10.1016/j.yprs.2013.06.056","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hernia repair and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Fibrous joint; Fascia; Surgery; Simple (philosophy)","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":[0.0005642957,0.001240474,0.0005202365,0.001818584,0.0007558892,0.001923591,0.0009609949,0.003171394,0.8842222],"category_scores_gemma":[0.001394646,0.0004221894,0.0006504625,0.0008174813,0.0007887175,0.002123463,0.001039473,0.001432941,0.8055447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007477693,"about_ca_system_score_gemma":0.0009414291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182359,"about_ca_topic_score_gemma":0.002170565,"domain_scores_codex":[0.9997092,0.00002739419,0.00003218158,0.00007625822,0.00007949689,0.00007541206],"domain_scores_gemma":[0.9990593,0.0001801989,0.0001618321,0.00004437959,0.000186688,0.0003676274],"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":[0.0003926411,0.0004226238,0.01199187,0.0007273527,0.00006103999,0.0009927682,0.0001098436,0.0002812734,0.0008607595,0.003761512,0.2214732,0.7589251],"study_design_scores_gemma":[0.0001268335,0.0003394274,0.01508091,0.002138861,0.00009726872,0.01359982,0.0005163978,0.0004590337,0.0008247789,0.005611041,0.9611498,0.00005588251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01043562,0.02420085,0.002976113,0.01009489,0.003087037,0.0001269206,0.003316454,0.001695474,0.9440666],"genre_scores_gemma":[0.03127838,0.01036548,0.002700808,0.002992999,0.001514633,0.0001059566,0.002269916,0.0003604808,0.9484113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1157778,"threshold_uncertainty_score":0.165143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572359942627875,"score_gpt":0.1940812189906622,"score_spread":0.1875088590480344,"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."}}