{"id":"W4407304824","doi":"10.1097/j.pain.0000000000003440","title":"Reply to Shen et al.","year":2024,"lang":"en","type":"article","venue":"Pain","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University; Western University","funders":"National Institute on Aging; Science Foundation Ireland","keywords":"Psychology; Medicine","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":[0.005784084,0.001171756,0.002242962,0.001375464,0.003824298,0.004606043,0.003982726,0.04786822,0.01067778],"category_scores_gemma":[0.04266476,0.001037748,0.001630588,0.001334635,0.003963373,0.006214987,0.003141632,0.05609896,0.009935715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003266836,"about_ca_system_score_gemma":0.005456226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625157,"about_ca_topic_score_gemma":0.005702113,"domain_scores_codex":[0.99636,0.000960833,0.0005346729,0.0005320488,0.001139935,0.0004725317],"domain_scores_gemma":[0.9831151,0.008674078,0.0008767378,0.0005355719,0.004668213,0.002130289],"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":[0.00003089859,0.00001290572,0.0001417203,0.0000514019,0.00000968837,0.0001975812,0.00004459035,0.0000162399,0.00003158533,0.000323823,0.9973618,0.001777778],"study_design_scores_gemma":[0.0001663448,0.00007164758,0.001281687,0.0004190977,0.00006490387,0.001794205,0.0007729811,0.0002677899,0.0003739886,0.004994522,0.9896613,0.0001315194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001182972,0.001113739,0.00004507808,0.9569917,0.04118705,0.000008973755,0.00007349133,0.0000271485,0.0004345338],"genre_scores_gemma":[0.001058671,0.0009463587,0.00008340873,0.9606424,0.03535758,0.00003150436,0.00003875368,0.00001757211,0.001823849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04786822,"threshold_uncertainty_score":0.03572077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423451766963941,"score_gpt":0.3086066838517491,"score_spread":0.2943721661821097,"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."}}