{"id":"W2656219854","doi":"10.1177/0844562117714704","title":"A Pain Education Intervention for Patients Undergoing Ambulatory Inguinal Hernia Repair","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Queen's University","funders":"","keywords":"Medicine; Inguinal hernia; Ambulatory; Randomized controlled trial; Intervention (counseling); Hernia repair; Physical therapy; Psychological intervention; Hernia; Surgery; Anesthesia; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805212,0.00006198334,0.0001312933,0.000478042,0.0006309444,0.0001242736,0.0001817997,0.00005380762,0.00002749707],"category_scores_gemma":[0.002765988,0.00005937709,0.0001434051,0.00005888103,0.000156159,0.0001276457,0.000004652487,0.0002547151,0.000004802675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068382,"about_ca_system_score_gemma":0.001909246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008013556,"about_ca_topic_score_gemma":0.001264316,"domain_scores_codex":[0.9988319,0.0002175574,0.0002393809,0.0001064868,0.0003055799,0.0002991466],"domain_scores_gemma":[0.9981558,0.0001419395,0.0001778442,0.0002516683,0.0008197331,0.0004530503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002295737,0.0002660384,0.597615,0.0002327174,0.00004575058,0.00005869916,0.001190479,0.000002222737,0.00001354061,0.0005983214,0.09925937,0.3004883],"study_design_scores_gemma":[0.001731088,0.002590045,0.9326545,0.008385711,0.00006937255,0.00005478525,0.002922133,0.0002974649,0.00001195738,0.004397184,0.04678497,0.00010078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895814,0.0005558729,0.0005073544,0.005556019,0.0004103838,0.000472791,6.597086e-7,0.000006196081,0.002909294],"genre_scores_gemma":[0.9968123,0.000007778319,0.001035133,0.0002140158,0.0004127302,0.000006047823,0.000005325108,0.00001626319,0.001490335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350395,"threshold_uncertainty_score":0.4852779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08134045937396495,"score_gpt":0.4177546643933271,"score_spread":0.3364142050193622,"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."}}