{"id":"W1428815872","doi":"10.1017/cbo9780511921001.113","title":"Plate Section","year":2011,"lang":"en","type":"other","venue":"","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Porencephaly; Medicine; Epilepsy; Hydrocephalus; Pediatrics; Encephalopathy; Etiology; Cerebral palsy; Surgery; Pathology; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000572262,0.0008749118,0.0006522251,0.00163463,0.001291703,0.002543945,0.001485656,0.001557754,0.7327485],"category_scores_gemma":[0.002033771,0.0003236003,0.0006819034,0.001176772,0.0003752084,0.002101314,0.002474542,0.001328236,0.5967422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009263658,"about_ca_system_score_gemma":0.001672825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857453,"about_ca_topic_score_gemma":0.003215419,"domain_scores_codex":[0.9995191,0.00004760103,0.00003109249,0.00007952143,0.0002674058,0.00005533323],"domain_scores_gemma":[0.9993995,0.00008727163,0.0000310398,0.00007536857,0.0002570147,0.0001497429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004797763,0.00006350993,0.0003280159,0.0003354364,0.00000447824,0.0002392779,0.0001167664,0.0001048326,0.0005945372,0.01064712,0.7533768,0.2341412],"study_design_scores_gemma":[0.000002992854,0.00001184345,0.0001976498,0.00009565363,0.000001537366,0.0002334466,0.00004331534,0.0000166139,0.00009994689,0.0008842369,0.9984097,0.000002969354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007434054,0.005142418,0.002864146,0.003155502,0.007234074,0.0002106865,0.00455764,0.001506714,0.9745855],"genre_scores_gemma":[0.003044642,0.005362763,0.002361645,0.001976388,0.001264786,0.000141362,0.004465066,0.000649557,0.9807338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7327485,"threshold_uncertainty_score":0.3812018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412328306305759,"score_gpt":0.2530472806276103,"score_spread":0.2189239975645527,"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."}}