{"id":"W6987834204","doi":"","title":"Unraveling the mechanism of brain injury in asphyxiated newborns treated with hypothermia","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hypothermia; Corpus callosum; Asphyxia; Diffusion MRI; Perinatal asphyxia; Brain damage; Basal ganglia; Encephalopathy; Magnetic resonance imaging","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":[],"consensus_categories":[],"category_scores_codex":[0.0002714309,0.0002582589,0.0003899081,0.0004802089,0.0001944733,0.0006734937,0.0003146752,0.0004263245,0.0007618477],"category_scores_gemma":[0.0006070062,0.0001257909,0.0004085721,0.0002506636,0.0002796468,0.0006592011,0.0002512184,0.0006366753,0.0001262797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887305,"about_ca_system_score_gemma":0.0007026748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094802,"about_ca_topic_score_gemma":0.001062765,"domain_scores_codex":[0.999904,0.00003079711,0.00001355566,0.00001527715,0.00001692811,0.00001931747],"domain_scores_gemma":[0.9998558,0.00002986303,0.00006059852,0.000007800645,0.00002751003,0.00001844132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932298,0.0006299983,0.6062656,0.00357361,0.0006692829,0.01750352,0.00282867,0.001216923,0.08278086,0.006210868,0.004471982,0.2719163],"study_design_scores_gemma":[0.00007985441,0.002379298,0.9179809,0.001649924,0.0006835484,0.02675337,0.004821584,0.003734509,0.01882125,0.005199787,0.01783095,0.00006503203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958585,0.09464804,0.002913707,0.003310547,0.0002263866,0.00007923313,0.0001441113,0.00004100799,0.002778423],"genre_scores_gemma":[0.9253258,0.06960222,0.00281553,0.0005020321,0.0002726958,0.00006838956,0.0001966116,0.00000983783,0.001206887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001094802,"threshold_uncertainty_score":0.002820432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688548229201479,"score_gpt":0.2588695992739121,"score_spread":0.2419841169818973,"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."}}