{"id":"W2041180777","doi":"10.1503/cmaj.060299","title":"Is watchful waiting a reasonable approach for men with minimally symptomatic inguinal hernia?","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Watchful waiting; Medicine; Inguinal hernia; Hernia; General surgery; Surgery; Randomized controlled trial; Inguinal canal; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001045139,0.0002181037,0.001078265,0.0002422319,0.000573715,0.0006362504,0.0003722613,0.002010489,0.004051905],"category_scores_gemma":[0.005525079,0.0002010139,0.0008222731,0.0003081885,0.0007993352,0.001020966,0.0002906324,0.001557331,0.0002139789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093893,"about_ca_system_score_gemma":0.001013891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611019,"about_ca_topic_score_gemma":0.003390893,"domain_scores_codex":[0.9996245,0.0001482396,0.00004799425,0.00005127168,0.0000665284,0.00006141714],"domain_scores_gemma":[0.9978747,0.00100899,0.0004923317,0.00004903358,0.00004892223,0.0005259601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3523527,0.003993324,0.1373582,0.008677734,0.00245869,0.002321094,0.00084991,0.001369524,0.00651515,0.003519433,0.01994439,0.4606399],"study_design_scores_gemma":[0.2363943,0.2128046,0.4433595,0.01826394,0.009991778,0.00787111,0.003426379,0.004654901,0.003675598,0.01746905,0.04165227,0.0004363932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850018,0.1413674,0.001417217,0.05654639,0.004580971,0.000587514,0.0006865761,0.0001189825,0.009693158],"genre_scores_gemma":[0.9688213,0.01841689,0.0008030703,0.008270755,0.002992645,0.0002201861,0.0001769744,0.000006530689,0.0002916043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004051905,"threshold_uncertainty_score":0.01355493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007026213655704246,"score_gpt":0.2227656024415817,"score_spread":0.2157393887858775,"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."}}