{"id":"W1482159461","doi":"10.1007/s10029-005-0059-x","title":"Femoral hernia repair","year":2006,"lang":"en","type":"article","venue":"Hernia","topic":"Hernia repair and management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal surgery; Analgesic; Demographics; Surgery; Hernia repair; McGill Pain Questionnaire; Postoperative pain; Anesthesia; Hernia; Patient satisfaction; Visual analogue scale","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001644752,0.0001460623,0.0002224354,0.00006561198,0.00005983418,0.00001649244,0.00006331511,0.0000758729,0.0009398189],"category_scores_gemma":[0.00002384715,0.0001251842,0.0001790536,0.0001212037,0.00003556727,0.00004819798,0.00004723539,0.0001335811,0.001804206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006353236,"about_ca_system_score_gemma":0.00004182794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003411829,"about_ca_topic_score_gemma":0.000153827,"domain_scores_codex":[0.9988776,0.00002773472,0.0002296533,0.0002791634,0.0002875421,0.0002983249],"domain_scores_gemma":[0.9993801,0.00001448021,0.00004185974,0.0004079081,0.00004565683,0.0001099543],"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":[0.0004625309,0.0009750274,0.4200415,0.0003488183,0.0002157607,0.0014651,0.0002254038,0.00006240053,0.0049082,0.004187041,0.550937,0.01617125],"study_design_scores_gemma":[0.00133433,0.0001603878,0.2129848,0.00003039377,0.00007838573,0.00004956952,0.0000487344,0.0006345588,0.0002933417,0.0001910742,0.7840503,0.000144036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7684745,0.0003813428,0.0002566528,0.001373398,0.0001893799,0.000374876,0.0000047702,0.0009427874,0.2280023],"genre_scores_gemma":[0.9454789,0.00001453028,0.002993044,0.001332753,0.0005208468,0.00002563009,0.00002828009,0.00003724762,0.04956879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2331134,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008865899340020886,"score_gpt":0.2439370435448228,"score_spread":0.2350711442048019,"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."}}