{"id":"W2102223875","doi":"10.1017/9781108975780.028","title":"Neurological Disorders in Pregnancy","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Content (measure theory); Pregnancy; Computer science; Information retrieval; Medicine; Biology; Mathematics","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":[0.0001170822,0.0006696584,0.000413349,0.001119214,0.000297074,0.0005990798,0.0003541514,0.0005804825,0.05384326],"category_scores_gemma":[0.0005599428,0.0001891288,0.0002593738,0.0009150334,0.0002301523,0.000607001,0.0004222009,0.001001299,0.0208369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094876,"about_ca_system_score_gemma":0.0007325114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003443169,"about_ca_topic_score_gemma":0.006952244,"domain_scores_codex":[0.99993,0.00000840039,0.000006860123,0.00001017708,0.00003463636,0.000009795935],"domain_scores_gemma":[0.9998624,0.00005896414,0.00001235609,0.000006654407,0.00003187934,0.00002770412],"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":[0.00002012948,0.0000208547,0.000086852,0.0005011356,0.000004785017,0.0005156311,0.0001180746,0.0002255392,0.0003173414,0.002467519,0.8143926,0.1813296],"study_design_scores_gemma":[0.000004162137,0.00002502377,0.000779348,0.0007126443,0.000004090518,0.001941289,0.00003125326,0.00003064514,0.00005408238,0.001177458,0.995236,0.000004174197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001865816,0.5128787,0.001296914,0.01525149,0.01762681,0.0001075756,0.00184735,0.0003564176,0.448769],"genre_scores_gemma":[0.008098123,0.400018,0.001204544,0.007695506,0.008723237,0.00009885428,0.001983606,0.00008325731,0.5720948],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05384326,"threshold_uncertainty_score":0.1801236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417246811677054,"score_gpt":0.230780922919391,"score_spread":0.1866084548026204,"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."}}