{"id":"W2576663484","doi":"10.1371/journal.pone.0169970","title":"Advanced Neonatal Medicine in China: A National Baseline Database","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"Canadian Institutes of Health Research; Nanjing Medical University; Zhejiang University; Fudan University","keywords":"Medicine; Pediatrics; Interquartile range; Emergency medicine; Workforce; Subspecialty; Health care; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001436314,0.0006888398,0.0010434,0.005105989,0.0008109374,0.0008627335,0.001481135,0.0005182328,0.003533436],"category_scores_gemma":[0.003936622,0.0005805129,0.0005370237,0.01147692,0.0002995903,0.0009660017,0.001233857,0.0006073583,0.0009774556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962665,"about_ca_system_score_gemma":0.008153939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1185099,"about_ca_topic_score_gemma":0.0872236,"domain_scores_codex":[0.9982804,0.0001519709,0.0005738091,0.0004246297,0.0003598468,0.000209341],"domain_scores_gemma":[0.9956297,0.0002650757,0.001055893,0.000484873,0.001804817,0.0007597359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278611,0.0001787334,0.9519222,0.0007534235,0.0001787564,0.0003366728,0.0003432738,0.0007392457,0.00058719,0.0004724765,0.02588541,0.01837463],"study_design_scores_gemma":[0.00004517429,0.00005272492,0.9882249,0.00007981348,0.00005559161,0.0001664703,0.00023345,0.00108342,0.0002242565,0.00008921542,0.009719667,0.00002536543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5290872,0.001924431,0.001585404,0.0004920677,0.00004216497,0.001439709,0.4609144,0.0002080049,0.004306581],"genre_scores_gemma":[0.4190114,0.001236645,0.004119074,0.0004209111,0.00005802291,0.002931383,0.5704949,0.00002966136,0.001698039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185099,"threshold_uncertainty_score":0.2356402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301379067174243,"score_gpt":0.3137162941911252,"score_spread":0.2707025035193828,"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."}}