{"id":"W4385841246","doi":"10.46747/cfp.6908542","title":"Diabetic amyotrophy","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; College of Family Physicians of Canada","funders":"","keywords":"Medicine; Stroke (engine); Amyotrophy; Diabetes mellitus; Weakness; Acute kidney injury; Internal medicine; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003938916,0.0001186009,0.000210869,0.0001994764,0.00008275069,0.00001352685,0.00009217642,0.00005221931,0.00001144751],"category_scores_gemma":[0.00001559097,0.0001035659,0.00008045798,0.0007055686,0.00007793347,0.0000325511,0.00001440088,0.0001418628,0.002588777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000335419,"about_ca_system_score_gemma":0.0002014139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972338,"about_ca_topic_score_gemma":0.0005434367,"domain_scores_codex":[0.9990097,0.00001700505,0.0001015221,0.0002264974,0.0001332735,0.0005120038],"domain_scores_gemma":[0.9991078,0.00001732496,0.00001654811,0.0002410336,0.00003080138,0.0005865407],"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":[0.00004872477,0.0001405601,0.001909688,0.00009209583,0.0001403984,0.001145262,0.0001297818,0.00004055304,0.07293901,0.01063076,0.4359782,0.476805],"study_design_scores_gemma":[0.0004309354,0.000143731,0.1863877,0.00001363692,0.00003858366,5.615953e-7,0.0001094227,0.00007427794,0.0001692876,0.001699233,0.8107882,0.0001444192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6816724,0.0001816676,0.000001621723,0.003051935,0.0002767741,0.0001877992,0.00002338814,0.0001598244,0.3144446],"genre_scores_gemma":[0.7753647,0.00004455786,0.00001510293,0.2221236,0.0002320387,0.00002376095,0.00004728018,0.00002411758,0.002124904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4766605,"threshold_uncertainty_score":0.9981878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033140473877302,"score_gpt":0.2323319291099794,"score_spread":0.2120005243712064,"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."}}