{"id":"W1569755562","doi":"10.1002/9781119973331.ch1","title":"Neuromuscular Diseases: Approach to Clinical Diagnosis","year":2011,"lang":"en","type":"other","venue":"Neuromuscular Disorders","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care medicine; Diagnostic test; Clinical diagnosis; Physical medicine and rehabilitation; Physical therapy; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002129487,0.000874077,0.001494958,0.0005811124,0.00008241404,0.00004961715,0.00061991,0.0006407721,0.00354771],"category_scores_gemma":[0.0003637471,0.0007684728,0.001505186,0.0005379747,0.0002260656,0.0000391985,0.0002746095,0.0008056111,0.001644624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002488456,"about_ca_system_score_gemma":0.0001422671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003180369,"about_ca_topic_score_gemma":0.00004300964,"domain_scores_codex":[0.9955987,0.0003531703,0.0007350769,0.001726256,0.0008134158,0.000773375],"domain_scores_gemma":[0.9962879,0.00006521979,0.0002595005,0.002211338,0.00005232046,0.001123712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000177564,0.003961278,0.05769331,0.0008681916,0.000848345,0.0002314207,0.000105329,0.000003687028,0.000004037993,0.0006216383,0.9039794,0.03150584],"study_design_scores_gemma":[0.001760091,0.0006557231,0.07706776,0.0002348798,0.001076004,0.00002410831,0.00002353452,0.00002307271,0.000001102094,0.00009913182,0.9183493,0.0006852724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004611874,0.006165646,0.001349459,0.0009181467,0.002133797,0.005259844,0.000232031,0.001319314,0.9780099],"genre_scores_gemma":[0.04876294,0.02885473,0.008174117,0.02545412,0.007190031,0.004506184,0.002207364,0.0131245,0.861726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1162839,"threshold_uncertainty_score":0.9994766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666531225514107,"score_gpt":0.2892286158036603,"score_spread":0.2625633035485193,"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."}}