{"id":"W4406443564","doi":"10.1016/s0246-0424(18)71963-8","title":"10.1016/s0246-0424(18)71963-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.001086031,0.002649782,0.001631462,0.002853816,0.002043109,0.002990294,0.003078991,0.005101708,0.989488],"category_scores_gemma":[0.001740684,0.0007991456,0.00158693,0.002244321,0.001664248,0.004538289,0.003127514,0.002702056,0.9905385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074627,"about_ca_system_score_gemma":0.001115825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498721,"about_ca_topic_score_gemma":0.003278954,"domain_scores_codex":[0.9992956,0.00005256844,0.00006974823,0.0002279159,0.0001939203,0.000160179],"domain_scores_gemma":[0.9973768,0.000642277,0.0001811553,0.0002389426,0.0005262468,0.001034568],"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":[0.0004115106,0.00027725,0.001034643,0.0007056696,0.00003852494,0.0003024293,0.00009269697,0.0003777348,0.001699526,0.004549033,0.3027792,0.6877319],"study_design_scores_gemma":[0.00007420409,0.0001609547,0.001006638,0.0003789933,0.0000148645,0.0005101364,0.00009869833,0.0001568272,0.0003400087,0.0006108675,0.9966236,0.00002403022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004682105,0.0005609959,0.0005131778,0.0004426316,0.0003648427,0.0001161655,0.0006623676,0.0006780161,0.9961935],"genre_scores_gemma":[0.0006309579,0.000228715,0.0003363342,0.0002456385,0.0001043505,0.00005675277,0.0003412722,0.0001271714,0.9979289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01051199,"threshold_uncertainty_score":0.01499403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008975772059065815,"score_gpt":0.2059938286991911,"score_spread":0.1970180566401252,"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."}}