{"id":"W1990834358","doi":"10.3171/2013.3.focus1355","title":"Hypothalamic hamartomas. Part 1. Clinical, neuroimaging, and neurophysiological characteristics","year":2013,"lang":"en","type":"review","venue":"Neurosurgical FOCUS","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Montreal Children's Hospital","funders":"","keywords":"Neuroimaging; Gelastic seizure; Neuroscience; Hypothalamic hamartoma; Psychology; Medicine; Neurophysiology; Precocious puberty; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002800892,0.0008474042,0.003757206,0.0001668085,0.0001455815,0.0001712717,0.0002824874,0.0005216399,0.0005115732],"category_scores_gemma":[0.0009194725,0.0005293369,0.001117758,0.0002913203,0.000642568,0.00007403012,0.0004316985,0.002083129,0.001352558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004109955,"about_ca_system_score_gemma":0.0002195531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008151687,"about_ca_topic_score_gemma":1.942724e-7,"domain_scores_codex":[0.994614,0.0009759364,0.001524254,0.001462678,0.0005469972,0.0008761119],"domain_scores_gemma":[0.9959003,0.001460726,0.0004068597,0.0009891384,0.0001108721,0.001132077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005789656,0.0006566352,0.0009231738,0.002478857,0.0001282253,0.004719773,0.000001084496,4.012811e-9,0.000004480107,0.00006423618,0.002879469,0.9880862],"study_design_scores_gemma":[0.0009781227,0.001931275,0.008015728,0.001625181,0.0008523232,0.00151046,3.436633e-7,0.00001493995,8.490362e-7,0.00003798584,0.9846603,0.0003724601],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01070406,0.9841273,0.000001360637,0.000392833,0.0007215639,0.002131607,0.000110391,0.0002335469,0.001577349],"genre_scores_gemma":[0.0007643366,0.9953575,0.00006838462,0.0003604732,0.001009176,0.0002520441,0.0001537585,0.0001418803,0.001892444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877137,"threshold_uncertainty_score":0.9997158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325947452706249,"score_gpt":0.4031003867809261,"score_spread":0.2705056415103012,"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."}}