{"id":"W4235609219","doi":"10.1212/wnl.57.10.1936","title":"Knowing","year":2001,"lang":"en","type":"article","venue":"Neurology","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Chemoprophylaxis; Disease; Medicine; Meningococcal disease; Pediatrics; Vaccination; Population; Demography; Environmental health; Neisseria meningitidis; Surgery; Immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00003455374,0.00004311447,0.00009187438,0.00003963285,0.00002844977,9.163186e-7,0.00002869869,0.00008649476,0.0006868092],"category_scores_gemma":[0.00003516085,0.00003898417,0.00003076206,0.00006219345,0.00004805292,0.00001454006,0.00001225419,0.0001517219,0.0003926354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001489,"about_ca_system_score_gemma":0.00001173654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292153,"about_ca_topic_score_gemma":0.000002665463,"domain_scores_codex":[0.9996281,0.00002210674,0.00005841824,0.0001136098,0.00002978962,0.0001479487],"domain_scores_gemma":[0.9998004,0.00002868168,0.000009688348,0.0001121318,0.00001110757,0.00003796222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009995092,0.0001232293,0.9839457,0.000007282292,0.00002308814,0.003024966,0.0000651888,0.000005993667,0.001778348,0.0006024092,0.00179873,0.007625522],"study_design_scores_gemma":[0.00114149,0.001703573,0.770924,0.000001941169,0.00003001179,0.008092667,0.000007359085,0.000103911,0.00008958066,0.0008407906,0.2169987,0.00006600953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.895585,0.00009989888,0.00001585894,0.008041332,0.000220762,0.0000475763,1.029805e-7,0.00004068444,0.09594876],"genre_scores_gemma":[0.9905052,0.00002882557,0.00002843531,0.008210639,0.00007316323,0.000003527896,0.000002601879,0.000006674052,0.00114095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151999,"threshold_uncertainty_score":0.752008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064290549263086,"score_gpt":0.295073370968687,"score_spread":0.2744304654760562,"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."}}