{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004575029,0.0001394717,0.0002094642,0.0002846697,0.0008977486,0.00003597905,0.0004921724,0.00007248217,0.0001681801],"category_scores_gemma":[0.002142353,0.0000942214,0.00006908742,0.003603,0.004332722,0.00007430257,0.0002777237,0.0001334125,0.00006745759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000134898,"about_ca_system_score_gemma":0.0002657663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873671,"about_ca_topic_score_gemma":0.0000226558,"domain_scores_codex":[0.997681,0.0004694492,0.0002988406,0.000610169,0.0005409001,0.0003996959],"domain_scores_gemma":[0.9977761,0.001601971,0.0001168971,0.0002279732,0.000046176,0.0002308882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006239827,0.0005587453,0.0173065,0.00006093038,0.00001734125,0.00003109535,0.001130334,0.0004969541,0.8393918,0.002218436,0.1280173,0.0107081],"study_design_scores_gemma":[0.002609752,0.004665877,0.4958753,0.00007623614,0.0001243329,0.00006371993,0.002467047,0.03569047,0.333239,0.05556474,0.06844865,0.001174825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928326,0.0001317432,0.0001266567,0.005204185,0.0009379566,0.0002673277,0.0000343883,0.00009992343,0.0003652037],"genre_scores_gemma":[0.9962885,0.0005158446,0.00007975331,0.002443501,0.0001264989,0.0001421463,0.000001795146,0.000009149964,0.0003928591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5061528,"threshold_uncertainty_score":0.9983769,"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."}}