{"id":"W2999515629","doi":"10.1186/s12871-020-0930-4","title":"Identifying appropriate outcomes to help evaluate the impact of the Canadian Guideline for Safe and Effective Use of Opioids for Non-Cancer Pain","year":2020,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute for Work & Health; Dalhousie University; University of Toronto; University Health Network; Toronto Rehabilitation Institute; Centre for Addiction and Mental Health","funders":"McMaster University","keywords":"Medicine; Guideline; Opioid; Medical prescription; MEDLINE; Chronic pain; Delphi method; Family medicine; Intensive care medicine; Physical therapy; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006484353,0.0001781766,0.0005315151,0.00006013703,0.0001019126,0.000008175838,0.0001355803,0.00009316175,0.00001416828],"category_scores_gemma":[0.001605177,0.00008630497,0.0002570215,0.0001298935,0.00009562039,0.00002385995,0.00003837451,0.00006378078,0.000001402527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154541,"about_ca_system_score_gemma":0.000586621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03639316,"about_ca_topic_score_gemma":0.01583515,"domain_scores_codex":[0.9988012,0.0002074126,0.0003654514,0.0002566844,0.0001008132,0.0002684056],"domain_scores_gemma":[0.998283,0.0009161677,0.0001271049,0.0002911098,0.00023466,0.000147901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008124356,0.00004536586,0.986652,0.0002652194,0.0002725316,0.000001038552,0.001991951,0.0005663229,0.00123163,0.00005509902,0.001536654,0.006569797],"study_design_scores_gemma":[0.001958799,0.001725542,0.988673,0.00006728457,0.0002895314,0.000002564819,0.0002841397,0.004541348,0.001272482,0.0002364143,0.0008577767,0.00009113643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868472,0.0002191307,0.002063753,0.005827007,0.00005709922,0.004875523,0.00009791875,0.00000722865,0.000005185947],"genre_scores_gemma":[0.9911407,0.00001011781,0.005222322,0.002707415,0.00005732937,0.0007643469,0.00002350578,0.000028718,0.00004551935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055801,"threshold_uncertainty_score":0.9700236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06988279183523684,"score_gpt":0.3712713167603759,"score_spread":0.3013885249251391,"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."}}