{"id":"W4407895578","doi":"10.1177/19418744251324078","title":"Clinical Problem Solving: A 67-year-old Man With Painful Leg Weakness and Difficulty Walking","year":2025,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Weakness; Presentation (obstetrics); Differential diagnosis; Physical medicine and rehabilitation; Physical examination; Physical therapy; Pediatrics; Intensive care medicine; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795518,0.001348261,0.0007183504,0.0009299501,0.002007463,0.0009241729,0.00083035,0.003166086,0.003943739],"category_scores_gemma":[0.002469537,0.0003828937,0.0004084202,0.0008139565,0.0007009195,0.0015995,0.001095195,0.002682415,0.001402429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745794,"about_ca_system_score_gemma":0.001022402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437868,"about_ca_topic_score_gemma":0.005998322,"domain_scores_codex":[0.9997423,0.00003377383,0.000030834,0.00005887582,0.00004686644,0.0000873094],"domain_scores_gemma":[0.9995549,0.00008037502,0.00009247377,0.00001442563,0.00006711051,0.0001906746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000019675,0.00007090047,0.009777389,0.00006422542,0.000009013132,0.9776645,0.0006146976,0.0001980734,0.0005353555,0.0004608781,0.006172718,0.004412557],"study_design_scores_gemma":[0.000006802447,0.0000580569,0.005115507,0.0001015288,0.000007185185,0.9889225,0.0006987099,0.0003160835,0.0001177402,0.0008641205,0.003775047,0.00001680207],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938652,0.01279861,0.009652326,0.08589963,0.003809853,0.0006669216,0.0008300005,0.0005601451,0.09191724],"genre_scores_gemma":[0.9612784,0.005301909,0.005172046,0.01422411,0.001970126,0.00007671642,0.0003292449,0.00007043608,0.01157701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003943739,"threshold_uncertainty_score":0.01319313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062761225123128,"score_gpt":0.2708783025372689,"score_spread":0.2602506902860376,"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."}}