{"id":"W2416798083","doi":"10.1056/nejm-jw.na40075","title":"Invasive Pneumococcal Disease in the Immunocompromised","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumococcal disease; Medicine; Incidence (geometry); Disease; Pediatrics; Population; Streptococcus pneumoniae; Intensive care medicine; Internal medicine; Environmental health; Antibiotics","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":[0.0002617031,0.0001616675,0.0001730141,0.0008476311,0.0004067512,0.0007370295,0.0001815294,0.0002077876,0.00126778],"category_scores_gemma":[0.00134532,0.0001369552,0.0002130693,0.0009923115,0.0003474402,0.0003109658,0.0004044753,0.0003400819,0.000173474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298624,"about_ca_system_score_gemma":0.0008903463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1111345,"about_ca_topic_score_gemma":0.1575223,"domain_scores_codex":[0.9997599,0.00004628079,0.00002312517,0.00003521583,0.00005836331,0.00007708793],"domain_scores_gemma":[0.9994082,0.00005537825,0.0002446997,0.00002862664,0.00009251956,0.0001705256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002401995,0.00001105259,0.9965684,0.00001640294,0.00001576192,0.0002152514,0.0001227308,0.00002527305,0.00007546376,0.00002489221,0.0003893767,0.002511234],"study_design_scores_gemma":[0.000002083519,0.00001699027,0.9989834,0.00002039657,0.000008403234,0.0002117845,0.0002580741,0.00002729133,0.00001982017,0.00001463624,0.0004360771,0.000001076367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9929457,0.002537648,0.00003640128,0.0004235588,0.00002053112,0.00001126316,0.0004999974,0.000002585348,0.003522228],"genre_scores_gemma":[0.9974506,0.001725339,0.00003188262,0.0001506242,0.00003589291,0.000003678078,0.0002805493,6.867115e-7,0.0003205553],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1111345,"threshold_uncertainty_score":0.2209753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794829117778937,"score_gpt":0.2781755459408886,"score_spread":0.2602272547630993,"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."}}