{"id":"W4234945036","doi":"10.1503/cmaj.1150036","title":"Inguinal hernia","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Asymptomatic; Medicine; Hernia; Argument (complex analysis); Irreducibility; General surgery; Surgery; Focus (optics); Internal medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005849043,0.000497672,0.0005122479,0.0004830495,0.003174979,0.00121721,0.000785962,0.009295861,0.01228389],"category_scores_gemma":[0.005365202,0.000276239,0.0009385747,0.000509636,0.001329293,0.00149529,0.0008946796,0.0119458,0.003549303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006268679,"about_ca_system_score_gemma":0.006003379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07352425,"about_ca_topic_score_gemma":0.19892,"domain_scores_codex":[0.9991457,0.00009844576,0.00009650787,0.0001376231,0.0003095827,0.0002121409],"domain_scores_gemma":[0.9985493,0.0002734609,0.000103762,0.00006775026,0.0004377735,0.0005678176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007047589,0.0000743124,0.006246471,0.0001253897,0.00002741785,0.03202157,0.0002361337,0.0001413864,0.0004928372,0.004731803,0.9234369,0.03239534],"study_design_scores_gemma":[0.0001415391,0.0001848052,0.01552207,0.001249095,0.0000394987,0.09886783,0.0008076469,0.0005563778,0.0002577878,0.00886351,0.8734221,0.00008760337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003330943,0.005294003,0.0003010644,0.9240909,0.02461535,0.00005157298,0.0002406588,0.00008281947,0.04199277],"genre_scores_gemma":[0.03564549,0.00705911,0.0006427988,0.8770828,0.04449837,0.00004370698,0.000257321,0.00003047447,0.03473993],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07352425,"threshold_uncertainty_score":0.1461926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134743714484744,"score_gpt":0.253487976738521,"score_spread":0.2400136052900466,"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."}}