{"id":"W1993731966","doi":"10.6061/clinics/2013(07)25","title":"Methadone in post-herpetic neuralgia: A pilot proof-of-concept study","year":2013,"lang":"en","type":"article","venue":"Clinics","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methadone; Medicine; Proof of concept; Neuralgia; Dermatology; Anesthesia; Neuropathic pain; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296272,0.0001303016,0.0003936505,0.00008246276,0.00001911331,0.000006812988,0.00008480575,0.00005807712,0.0002833571],"category_scores_gemma":[0.0002770908,0.00009932675,0.00006521262,0.0001642004,0.00003787828,0.00005733097,0.00004430465,0.0001898503,0.00007828179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002837658,"about_ca_system_score_gemma":0.00007282096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204785,"about_ca_topic_score_gemma":0.00002917984,"domain_scores_codex":[0.9988421,0.0001068795,0.0004314432,0.0002389539,0.0001805357,0.0002001502],"domain_scores_gemma":[0.999153,0.0001717633,0.0001097267,0.0003532542,0.0001133631,0.00009888441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009405304,0.04185043,0.5645956,0.0002898375,0.0009540715,0.0009124785,0.007665165,0.00003409491,0.006029392,0.0004256904,0.0008373338,0.3754654],"study_design_scores_gemma":[0.02105478,0.03907038,0.9200231,0.0002861257,0.0006140601,0.00003590839,0.004383753,0.001762845,0.008363363,0.003724814,0.0002483418,0.0004325255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969751,0.0002868261,0.00007347102,0.000439311,0.0001679973,0.001653142,0.000002983038,0.00002512503,0.0003760648],"genre_scores_gemma":[0.9971946,0.000007798671,0.001459592,0.000439174,0.00003684243,0.0001067862,0.000008572431,0.00002104579,0.0007255354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3750328,"threshold_uncertainty_score":0.4050427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730732430814723,"score_gpt":0.3426242591363826,"score_spread":0.2953169348282354,"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."}}