{"id":"W4404194118","doi":"10.1136/spcare-2024-005147","title":"Comparison of a novel methadone rotation method with other commonly used methods","year":2024,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methadone; Rotation (mathematics); Computer science; Psychology; Artificial intelligence; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004071174,0.000448768,0.000535449,0.0008093671,0.0003035543,0.0006976729,0.0009669293,0.0004188647,0.002775796],"category_scores_gemma":[0.01171403,0.0002313875,0.000648094,0.0005588423,0.0005235271,0.0006766994,0.0008527271,0.0006014798,0.0004786067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232819,"about_ca_system_score_gemma":0.001320275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941467,"about_ca_topic_score_gemma":0.00326483,"domain_scores_codex":[0.9941785,0.002429981,0.0006058307,0.0005622272,0.002051178,0.000172301],"domain_scores_gemma":[0.9927675,0.002082819,0.002777057,0.0006562761,0.001452961,0.0002634715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04402984,0.005541956,0.1033284,0.005262653,0.001174308,0.0003465523,0.001553228,0.00533804,0.06514084,0.001750973,0.003202076,0.7633312],"study_design_scores_gemma":[0.01057618,0.2592594,0.5226523,0.001786523,0.002410926,0.006459299,0.002676737,0.03111797,0.1017392,0.000939262,0.05969751,0.0006847641],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602342,0.006533029,0.02174173,0.0003559264,0.0004505669,0.002647535,0.000657926,0.0001952035,0.007183903],"genre_scores_gemma":[0.8989772,0.00519434,0.08894121,0.0003514991,0.0002428581,0.002174369,0.0007700575,0.0000757833,0.00327261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004071174,"threshold_uncertainty_score":0.02153069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248476179299361,"score_gpt":0.5045139438749215,"score_spread":0.3796663259449854,"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."}}