{"id":"W2984287657","doi":"10.1245/s10434-019-07960-1","title":"ASO Author Reflections: Multimodal Strategy Controls Pain and Reduces Opioid Prescription in Outpatient Breast Surgery","year":2019,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Surgical oncology; Medicine; Medical prescription; Breast surgery; Outpatient surgery; Opioid; Postoperative pain; Multimodal therapy; General surgery; Physical therapy; Breast cancer; Surgery; Internal medicine; Nursing; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002830525,0.0004219265,0.0007443048,0.000497456,0.001987167,0.003516063,0.001427329,0.01698818,0.01088049],"category_scores_gemma":[0.02520232,0.0003667379,0.0009110416,0.000592228,0.001285069,0.002003248,0.001045845,0.02350754,0.004971183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002126707,"about_ca_system_score_gemma":0.008342163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004844561,"about_ca_topic_score_gemma":0.01398309,"domain_scores_codex":[0.9978451,0.0004539808,0.0003150838,0.0002652336,0.0007514403,0.0003691996],"domain_scores_gemma":[0.9804375,0.007752485,0.001140517,0.0003771104,0.007407946,0.002884592],"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":[0.000109224,0.0000903532,0.0007836502,0.0001217536,0.00001937262,0.0001924447,0.0001366423,0.00002900154,0.000128996,0.00057885,0.9825218,0.01528792],"study_design_scores_gemma":[0.0003454912,0.0003100977,0.003649804,0.001029454,0.0001574487,0.0009185393,0.001514353,0.0003061673,0.0008025705,0.002680337,0.9881909,0.00009492956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008539354,0.003286633,0.00007215398,0.904403,0.08739185,0.00001290091,0.00007641363,0.00001816534,0.003885035],"genre_scores_gemma":[0.008459,0.006977807,0.0003674457,0.8449765,0.1248058,0.00004702329,0.0000390467,0.00003322956,0.01429401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01698818,"threshold_uncertainty_score":0.03639889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667752640193059,"score_gpt":0.3805168420149517,"score_spread":0.3137415779956458,"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."}}