{"id":"W2550947043","doi":"10.1227/01.neu.0000508606.46318.77","title":"Abnormal Cerebrospinal Fluid Flow","year":2016,"lang":"en","type":"letter","venue":"Neurosurgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cerebrospinal fluid; Scoliosis; Pathological; Zebrafish; Pathology; Bioinformatics; Surgery; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003762575,0.0009726412,0.0009444404,0.002092139,0.000964508,0.002401287,0.0008775034,0.001426473,0.01042943],"category_scores_gemma":[0.003401662,0.0001722191,0.0005794007,0.001148085,0.001011412,0.001459524,0.001218302,0.001520324,0.003802799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591498,"about_ca_system_score_gemma":0.002103612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382478,"about_ca_topic_score_gemma":0.001649434,"domain_scores_codex":[0.9993033,0.00007543755,0.00009185438,0.0001488067,0.0002657732,0.0001148197],"domain_scores_gemma":[0.9989311,0.0001904633,0.0002241163,0.00009081172,0.0004039872,0.0001594002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001729754,0.0003473057,0.08938244,0.001891924,0.0005187434,0.1316649,0.0008327108,0.001445291,0.04221168,0.02152711,0.08501755,0.6234306],"study_design_scores_gemma":[0.0004052786,0.0007861405,0.08079133,0.002908338,0.0005534458,0.3965259,0.001140267,0.005339583,0.0505672,0.03092276,0.4297282,0.0003314905],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3786604,0.1784863,0.08533432,0.02953113,0.01524649,0.001377988,0.02166087,0.009397901,0.2803047],"genre_scores_gemma":[0.9205307,0.02690743,0.01264296,0.007627051,0.002635662,0.0003088269,0.003806567,0.0003415033,0.02519925],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01042943,"threshold_uncertainty_score":0.03488988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314216419114399,"score_gpt":0.2489162575247553,"score_spread":0.2257740933336113,"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."}}