{"id":"W4400996041","doi":"10.69645/yzcv6384","title":"Crampology: pathophysiology and diagnosis of muscle cramps","year":2023,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pathophysiology; Muscle cramp; Medicine; Physical medicine and rehabilitation; Internal medicine","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":[0.001100684,0.0007352347,0.0009113424,0.006849728,0.0006088652,0.0009097266,0.0009305697,0.0005148486,0.005986796],"category_scores_gemma":[0.001785162,0.0002717356,0.0003832896,0.003344727,0.0004700405,0.0004590645,0.0008953421,0.0008039794,0.002390517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000672341,"about_ca_system_score_gemma":0.0009770204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505194,"about_ca_topic_score_gemma":0.01201084,"domain_scores_codex":[0.9991529,0.0001411344,0.0001567588,0.0001037717,0.0003122971,0.0001331113],"domain_scores_gemma":[0.9989566,0.0001078751,0.0002221161,0.00007681853,0.0004418717,0.0001947111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002370884,0.0006537596,0.4482574,0.002944342,0.0003236786,0.007269498,0.0007955915,0.000367663,0.0468371,0.00181634,0.0407806,0.4475831],"study_design_scores_gemma":[0.00006090523,0.0004273084,0.9578761,0.0004122617,0.00006665944,0.01453196,0.0002842646,0.000223589,0.003694042,0.0003244191,0.02206785,0.00003069747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6824727,0.1291085,0.01646416,0.004942964,0.001134941,0.003620245,0.0367825,0.001203625,0.1242704],"genre_scores_gemma":[0.838935,0.06347653,0.01647978,0.001388761,0.001074843,0.001208342,0.02867191,0.0002077738,0.04855711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007505194,"threshold_uncertainty_score":0.02002788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798205273175737,"score_gpt":0.296515422204327,"score_spread":0.2585333694725696,"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."}}