{"id":"W1967346563","doi":"10.1159/000110490","title":"Clinical Heterogeneity in Sodium Channelopathies","year":2007,"lang":"en","type":"article","venue":"Cardiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001105016,0.000108621,0.0006323731,0.0001055033,0.00003211665,0.000001305264,0.00004511307,0.0003080741,0.000008958617],"category_scores_gemma":[0.0002201341,0.00009397744,0.0002930547,0.0001281212,0.0002369462,0.0000175462,0.00004475241,0.0004274492,0.00009684074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003543687,"about_ca_system_score_gemma":0.00005349718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005332723,"about_ca_topic_score_gemma":0.00001439802,"domain_scores_codex":[0.9987605,0.0001609128,0.0003339809,0.0002921296,0.00005453673,0.0003979412],"domain_scores_gemma":[0.9993601,0.0001989783,0.00003911782,0.0002587359,0.00004373413,0.0000993011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009396505,0.0000523524,0.9617847,0.00002507336,0.0001848791,0.006634882,0.00006538951,0.0000289666,0.007790219,0.0005821117,0.001097557,0.02081421],"study_design_scores_gemma":[0.001062064,0.0004017053,0.9882467,0.00001104429,0.00003516462,0.001807541,0.00004451289,0.000007647438,0.002167368,0.0002504601,0.005861299,0.0001044952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923775,0.0009235616,0.0004893811,0.0003085327,0.0008576737,0.0001523461,0.000001578185,0.0000466155,0.004842788],"genre_scores_gemma":[0.9967312,0.0002372485,0.0001333613,0.001133943,0.001638148,0.000008052044,0.00001438493,0.00001063626,0.00009305771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02646199,"threshold_uncertainty_score":0.3832289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800657205340033,"score_gpt":0.3409904731531918,"score_spread":0.3129839010997914,"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."}}