{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005780333,0.0003260147,0.0008112199,0.0002692858,0.000460051,0.0002585354,0.0003896583,0.0008428981,0.00535579],"category_scores_gemma":[0.001920473,0.0001478442,0.0004493647,0.0002039008,0.0001975601,0.0002545148,0.000462221,0.0009820341,0.0001874202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712172,"about_ca_system_score_gemma":0.0009510588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673152,"about_ca_topic_score_gemma":0.004317713,"domain_scores_codex":[0.9996196,0.0001716407,0.00004232502,0.00004484589,0.00004416991,0.00007734515],"domain_scores_gemma":[0.9992179,0.0002566405,0.0001681493,0.00002049928,0.00003113515,0.000305646],"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":[0.2266106,0.1892705,0.02198656,0.005975655,0.001147632,0.0002397318,0.0007507133,0.0006944257,0.004411126,0.0001979121,0.002469462,0.5462458],"study_design_scores_gemma":[0.2573825,0.5882896,0.1462493,0.000771398,0.001247738,0.0001963579,0.0005108141,0.001087516,0.001382114,0.0001592528,0.002685049,0.0000383398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950354,0.001719754,0.0001539676,0.0004066967,0.0001187816,0.001394455,0.00009113071,0.00002987797,0.001049992],"genre_scores_gemma":[0.9928739,0.001612982,0.00230609,0.0003927935,0.0001721491,0.001869936,0.0001091653,0.000001574887,0.0006615494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00535579,"threshold_uncertainty_score":0.01791686,"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."}}