{"id":"W1573887796","doi":"","title":"Investigation of cardiac dysfunction and hypoxaemia during epileptic seizures","year":2012,"lang":"en","type":"dissertation","venue":"ERA","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Epilepsy; Medicine; Cardiac dysfunction; Psychology; Cardiology; Anesthesia; Psychiatry; Heart failure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001899679,0.000186508,0.0002710417,0.0005346579,0.0001587514,0.00026426,0.0001054621,0.0002560958,0.0008011062],"category_scores_gemma":[0.0007439786,0.00008914874,0.0001155938,0.000276497,0.0001611671,0.0001919195,0.0001627027,0.0003063491,0.000177348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274003,"about_ca_system_score_gemma":0.0001203674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005473645,"about_ca_topic_score_gemma":0.0007560861,"domain_scores_codex":[0.9998866,0.0000235985,0.00001517555,0.00002148949,0.0000309933,0.00002211401],"domain_scores_gemma":[0.9996291,0.00009521503,0.0001487526,0.00001183415,0.00004704841,0.00006798698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006773642,0.00006806898,0.9579093,0.0001131422,0.0000442842,0.003067297,0.0003867425,0.0001563901,0.02088574,0.0000515617,0.0002449251,0.0163952],"study_design_scores_gemma":[0.000005313943,0.0006023785,0.9919337,0.0000177418,0.00001659987,0.004127207,0.0002350845,0.0001428558,0.002541131,0.00002583254,0.0003465991,0.000005581693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977452,0.0007426904,0.0001805751,0.00003274796,0.000006884808,0.00001399208,0.0001257966,0.000006016036,0.001146047],"genre_scores_gemma":[0.9986198,0.0007161664,0.0001590081,0.00003144518,0.00001569542,0.00001011631,0.0001266717,0.000001781779,0.0003192506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008011062,"threshold_uncertainty_score":0.002680004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666585991247703,"score_gpt":0.2731350725562259,"score_spread":0.2564692126437489,"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."}}