{"id":"W4415161088","doi":"10.1097/j.pain.0000000000003792","title":"Response to: Revisiting Opioid Risk Assessment","year":2025,"lang":"en","type":"article","venue":"Pain","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008817887,0.0006969761,0.001175011,0.001268454,0.00444604,0.004290575,0.002605306,0.02792106,0.01564101],"category_scores_gemma":[0.09555176,0.0006025734,0.002130371,0.0008976982,0.002127321,0.00267991,0.003431608,0.02367399,0.007478977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006432852,"about_ca_system_score_gemma":0.01397124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005639256,"about_ca_topic_score_gemma":0.01292307,"domain_scores_codex":[0.9908212,0.002964194,0.002422329,0.0006296868,0.001989312,0.001173416],"domain_scores_gemma":[0.9527212,0.01978159,0.00341809,0.001615158,0.0175171,0.004946872],"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":[0.0002505367,0.0001233383,0.004081927,0.0007605769,0.00006670268,0.001927758,0.0003605263,0.0003163223,0.0002898012,0.002155784,0.937079,0.05258785],"study_design_scores_gemma":[0.0002697501,0.0001906374,0.004856227,0.003846354,0.0001285071,0.00220863,0.001878985,0.0007815926,0.0005409426,0.005174471,0.9800014,0.0001225929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00116845,0.001839042,0.0003303115,0.9593649,0.03345736,0.0001474742,0.0002104561,0.00005486298,0.003427111],"genre_scores_gemma":[0.0116183,0.00232553,0.001763659,0.9293953,0.04862545,0.0002075526,0.000214912,0.00004809551,0.005801323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02792106,"threshold_uncertainty_score":0.05232435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008128684165181024,"score_gpt":0.3244711261969688,"score_spread":0.3163424420317877,"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."}}