{"id":"W3142298821","doi":"10.14740/jcs238w","title":"Case of Rare Abdominal Wall Hernia","year":2014,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Umbilicus (mollusc); Rectus muscle; Abdominal wall; Surgery; Hernia; Rectus sheath; Posterior wall; Ventral hernia","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":[],"consensus_categories":[],"category_scores_codex":[0.000375386,0.002020225,0.001348991,0.003380601,0.003655002,0.00199856,0.001628119,0.005546439,0.005759616],"category_scores_gemma":[0.004701343,0.001020297,0.001669163,0.002327422,0.002395156,0.002886741,0.002573306,0.003868014,0.001835653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159294,"about_ca_system_score_gemma":0.0008498759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203227,"about_ca_topic_score_gemma":0.001377605,"domain_scores_codex":[0.9989919,0.0001169597,0.00009454403,0.0002551774,0.0001633628,0.000378011],"domain_scores_gemma":[0.9984881,0.0003142392,0.0003808726,0.0002005714,0.00009042714,0.0005257034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001709239,0.00001426807,0.002541804,0.0000214305,0.000006894012,0.9955752,0.00009446279,0.00004981587,0.0001996635,0.0002908638,0.0003161192,0.0008724416],"study_design_scores_gemma":[0.000003645793,0.00001023646,0.0006785706,0.000006809315,0.000002516126,0.9987131,0.00003618102,0.00003938545,0.00004792686,0.0001584735,0.0002996129,0.000003523098],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124904,0.01934921,0.009901857,0.01142719,0.002214539,0.000275763,0.001007294,0.0006292304,0.04270461],"genre_scores_gemma":[0.9876977,0.002641247,0.002520152,0.00194049,0.001575362,0.00005285876,0.0002544473,0.0000593376,0.003258398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005759616,"threshold_uncertainty_score":0.01926786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592014916789697,"score_gpt":0.3137832298835972,"score_spread":0.2678630807157002,"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."}}