{"id":"W3033451591","doi":"10.1155/2020/5317352","title":"Pain Management and Its Possible Implementation Research in North Ethiopia: A before and after Study","year":2020,"lang":"en","type":"article","venue":"Advances in Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Checklist; Intervention (counseling); Guideline; Medicine; Physical therapy; Quality management; Formative assessment; Implementation research; Pain management; Fidelity; Outcome (game theory); Pain assessment; Process management; Nursing; Operations management; Psychology; Psychological intervention; Computer science; Engineering; Management system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769173,0.0001229875,0.0002690133,0.0003455423,0.00004048721,0.000008605645,0.00006965232,0.00003502335,0.0000512713],"category_scores_gemma":[0.000119344,0.00009638874,0.000008362807,0.000814446,0.00008307978,0.0001793408,0.0001339969,0.0003817422,0.000003379082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004332015,"about_ca_system_score_gemma":0.000009549368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004368881,"about_ca_topic_score_gemma":0.004642203,"domain_scores_codex":[0.9983823,0.0002209838,0.0003067126,0.000370126,0.000437238,0.0002826964],"domain_scores_gemma":[0.9995723,0.0001154905,0.00003488194,0.0001203682,0.00003681474,0.0001201405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000258923,0.00007525002,0.9303514,0.0006130756,0.00001812945,0.0005070625,0.009119668,0.000002121865,0.000007945647,0.0001544372,0.0001163264,0.05877569],"study_design_scores_gemma":[0.005000137,0.001803553,0.9629139,0.0002611654,0.00003395105,7.299856e-7,0.02482261,0.0005152858,0.00000359803,0.0003710855,0.004196614,0.00007734265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823388,0.005700206,0.00005635501,0.009605561,0.00003655738,0.001624201,0.000001081843,0.0000190083,0.0006182467],"genre_scores_gemma":[0.9930882,0.004039199,0.0002938021,0.002109858,0.0001211296,0.0001806455,0.0000144636,0.00001213372,0.0001405239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05869835,"threshold_uncertainty_score":0.3930618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339074890599481,"score_gpt":0.4109927301699454,"score_spread":0.3676019812639506,"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."}}