{"id":"W4387799035","doi":"10.1111/papr.13308","title":"4. Painful diabetic polyneuropathy","year":2023,"lang":"en","type":"review","venue":"Pain Practice","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Dorsal root ganglion; Polyneuropathy; Diabetic neuropathy; Internal medicine; Anesthesia; Dorsum; Endocrinology","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":[0.0005624471,0.0005800936,0.0005418352,0.001179948,0.0004755074,0.001023148,0.0004625668,0.001003859,0.01958105],"category_scores_gemma":[0.00215052,0.0001025477,0.0005841829,0.00145584,0.0004601978,0.0006837988,0.000523237,0.001073749,0.005458275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007274796,"about_ca_system_score_gemma":0.001104216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752526,"about_ca_topic_score_gemma":0.002202144,"domain_scores_codex":[0.9993904,0.0001513706,0.00009787637,0.00008101339,0.0001961213,0.000083156],"domain_scores_gemma":[0.9990401,0.0002810631,0.0002682334,0.00003294364,0.000303206,0.00007443475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006300086,0.0002308189,0.04520402,0.01444851,0.0002446421,0.01390216,0.0004256715,0.0005646684,0.002424928,0.007354033,0.05006186,0.8645087],"study_design_scores_gemma":[0.0001780648,0.0005337261,0.1173871,0.01776711,0.0005759042,0.1457011,0.0009654445,0.00063582,0.002004721,0.01576559,0.6984094,0.00007609787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03158294,0.767035,0.00485902,0.01441351,0.003311625,0.000389343,0.002466128,0.0002885031,0.175654],"genre_scores_gemma":[0.3983919,0.5024151,0.008366187,0.01721764,0.006727096,0.0003843861,0.004772683,0.00006169474,0.06166346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01958105,"threshold_uncertainty_score":0.06550515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09837551660524678,"score_gpt":0.4101339628495912,"score_spread":0.3117584462443444,"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."}}