{"id":"W3103320314","doi":"10.1002/mus.27125","title":"Fasciculation frequency at the biceps <scp>brachii</scp> and brachialis muscles is associated with <scp>amyotrophic lateral sclerosis</scp> disease burden and activity","year":2020,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Fasciculation; Amyotrophic lateral sclerosis; Biceps; Medicine; Brachialis; Physical medicine and rehabilitation; Internal medicine; Disease; Anatomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004677802,0.0005608861,0.0006817585,0.0001331597,0.0007987056,0.0003330103,0.0002915765,0.0002741809,0.00009470169],"category_scores_gemma":[0.001279583,0.0003792676,0.0001885654,0.0007369433,0.0005668905,0.0006054277,0.0004986339,0.0008091706,0.00004685608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532305,"about_ca_system_score_gemma":0.0001572358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332797,"about_ca_topic_score_gemma":0.0002182824,"domain_scores_codex":[0.9958241,0.0005155426,0.0004498392,0.001090411,0.001189878,0.0009302219],"domain_scores_gemma":[0.9969896,0.0007109266,0.0003070887,0.0006274206,0.0002437346,0.001121194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000308225,0.0004131519,0.5865389,0.0005212667,0.0008584651,0.0004840517,0.01189921,0.0002184445,0.3749904,0.0001498201,0.004391011,0.01922702],"study_design_scores_gemma":[0.002801931,0.0005572048,0.9891353,0.0002802901,0.0002850866,0.00001359551,0.000170594,0.004777894,0.0007367497,0.000176687,0.0009335941,0.0001310684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862362,0.0008882849,0.00003982712,0.01076265,0.00006708242,0.001223151,0.0002116181,0.0002185246,0.0003527346],"genre_scores_gemma":[0.9960496,0.0003458582,0.00008797163,0.001779897,0.0006193042,0.00009684574,0.0001681998,0.0001190427,0.0007332248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025964,"threshold_uncertainty_score":0.9998659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651457178404315,"score_gpt":0.250855874887386,"score_spread":0.2143413031033429,"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."}}