{"id":"W2076627606","doi":"10.1136/ebm.6.3.94","title":"Review: hand symptom diagrams, weak thumb abduction, and hypalgesia are helpful in diagnosing carpal tunnel syndrome","year":2001,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Carpal tunnel syndrome; Web of science; Physical examination; Surgery; Internal medicine; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001130516,0.0004622058,0.001167257,0.0003636637,0.0001608989,0.00002933899,0.0001911799,0.0001731279,0.0005598799],"category_scores_gemma":[0.003902721,0.0003652094,0.0001247412,0.001090734,0.000665842,0.0003514189,0.00004493955,0.0005230801,0.00003298297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687573,"about_ca_system_score_gemma":0.0002165765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009854914,"about_ca_topic_score_gemma":0.0005793351,"domain_scores_codex":[0.9968377,0.0002367858,0.0008159627,0.0007620486,0.000712104,0.0006354295],"domain_scores_gemma":[0.9976806,0.0006465102,0.0002696633,0.0006663523,0.0002674015,0.0004694796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005251927,0.0003654174,0.9272637,0.004887959,0.00009508531,0.00201116,0.0005124853,0.00003795947,0.003773954,0.00003019957,0.0393821,0.02111474],"study_design_scores_gemma":[0.005702856,0.00128931,0.8447168,0.1172066,0.0004530865,0.001547399,0.0008233322,0.0002429927,0.0001629778,0.0001190263,0.02721741,0.0005182237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6039449,0.3122242,0.0001606337,0.08208472,0.0003887267,0.0009652133,0.000002903477,0.00009026744,0.0001383573],"genre_scores_gemma":[0.8508997,0.135346,0.0001318466,0.01237633,0.0005568095,0.0001709399,0.00004366327,0.00005625834,0.000418396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469548,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450841308643601,"score_gpt":0.3108139457073896,"score_spread":0.2663055326209536,"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."}}