{"id":"W3198689248","doi":"10.1097/j.pain.0000000000002461","title":"Pharmacological treatments of neuropathic pain: real-life comparisons using propensity score matching","year":2021,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Propensity score matching; Neuropathic pain; Medicine; Matching (statistics); Physical therapy; Physical medicine and rehabilitation; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03443816,0.0006107058,0.00142327,0.001528448,0.0006497552,0.001234957,0.001683487,0.001459161,0.005723404],"category_scores_gemma":[0.04867615,0.000429375,0.003558086,0.002020372,0.0009971353,0.001364299,0.001260824,0.001171526,0.0003836462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006980171,"about_ca_system_score_gemma":0.0006420892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124051,"about_ca_topic_score_gemma":0.0007503061,"domain_scores_codex":[0.9607211,0.03111979,0.002576984,0.002840311,0.002000588,0.0007413645],"domain_scores_gemma":[0.9564269,0.02679635,0.009846953,0.005476642,0.000893522,0.0005596568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04759185,0.001519036,0.8530911,0.001133117,0.04363654,0.0004583035,0.0003980207,0.009426031,0.000847806,0.004558377,0.002597959,0.03474188],"study_design_scores_gemma":[0.009299291,0.01723563,0.7442965,0.0004418804,0.01851293,0.001443597,0.001034112,0.1852723,0.001149064,0.01540344,0.005653966,0.0002572238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622933,0.004125867,0.02920331,0.0005031883,0.000269994,0.0009613932,0.001647057,0.00005625921,0.0009396274],"genre_scores_gemma":[0.9952867,0.0002217837,0.002985097,0.00008443279,0.00005329946,0.0003948438,0.0007155419,0.000008793191,0.0002494592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03443816,"threshold_uncertainty_score":0.1821285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09828960208120809,"score_gpt":0.3419513897090927,"score_spread":0.2436617876278847,"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."}}