{"id":"W2914573391","doi":"10.1212/wnl.0000000000006859","title":"Clinical Reasoning: A 40-year-old woman presenting with distal leg weakness","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Weakness; Medicine; Stairs; Falling (accident); Climbing; Physical therapy; Physical medicine and rehabilitation; Surgery; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002349836,0.0001414172,0.0003493328,0.00007528094,0.00004950105,0.00001645935,0.0001543886,0.000139938,0.0002740133],"category_scores_gemma":[0.0001386437,0.0001097015,0.0001143687,0.0001600536,0.0001973666,0.00003224653,0.0001392785,0.0006175917,0.0002471221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004459385,"about_ca_system_score_gemma":0.0001010318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620531,"about_ca_topic_score_gemma":0.00002428837,"domain_scores_codex":[0.9982337,0.000205099,0.0002428846,0.0005283268,0.0003231523,0.0004668734],"domain_scores_gemma":[0.9989992,0.0001365951,0.00006302191,0.0005359741,0.00007155583,0.0001936178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925155,0.0002181527,0.9947054,0.00005376296,0.00006170468,0.0003885844,0.00004227126,0.000006360617,0.0005626323,0.0004743823,0.00052263,0.001038902],"study_design_scores_gemma":[0.003707707,0.003430603,0.9441275,0.00001459576,0.0000548842,0.0004698699,0.0000271696,0.0004685122,0.0001435452,0.00003433327,0.04738885,0.0001324306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836779,0.00009644385,0.00004709873,0.002183949,0.0001982475,0.0005574764,0.000001268729,0.00005911916,0.01317845],"genre_scores_gemma":[0.9941466,0.00005538591,0.0001056738,0.001871155,0.0001530038,0.00002103327,0.00000991569,0.00004479399,0.003592417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05057796,"threshold_uncertainty_score":0.4473495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027299634787874,"score_gpt":0.326461582931722,"score_spread":0.3061885865838433,"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."}}