{"id":"W2159373946","doi":"10.1111/etp.12079_13","title":"YAN YANG, DDS, MDS, PhD Student, Stomatology Center of Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China 
 Visiting Scholar, Division of Endodontics, Department of Oral Biological & Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, Canada","year":2015,"lang":"en","type":"article","venue":"Endodontic Topics","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endodontics; Medicine; China; Library science; Columbia university; Medical education; Dentistry; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001509718,0.0001901529,0.001027313,0.0001723787,0.0002536837,0.000006651523,0.001261742,0.000442631,0.0002209263],"category_scores_gemma":[0.0009925275,0.0002364156,0.0001526497,0.000779103,0.004636513,0.0001577545,0.0009828536,0.0004115453,0.000001922649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703896,"about_ca_system_score_gemma":0.002216002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2826616,"about_ca_topic_score_gemma":0.8600772,"domain_scores_codex":[0.9961633,0.0003275661,0.0008899214,0.0005486854,0.001561875,0.0005086547],"domain_scores_gemma":[0.9974228,0.0001435351,0.001029734,0.0004804374,0.0005872634,0.0003362442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005083741,0.001331957,0.9907123,0.0002431803,0.0001144724,0.0005748541,0.0002139728,0.000005342428,0.0001049345,0.0003844169,0.004416251,0.001847427],"study_design_scores_gemma":[0.007135831,0.001293435,0.9754567,0.0008420333,0.0002058009,0.000322177,0.005277597,0.0000522897,0.001981711,0.0001979167,0.006883378,0.0003510938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995839,0.0004252248,0.0004928125,0.0001515291,0.001246777,0.0004013033,0.001216763,0.00002290097,0.0002037121],"genre_scores_gemma":[0.9947233,0.0001239433,0.004598701,0.000008907072,0.0000134138,6.092129e-7,0.00006138145,0.000007944721,0.0004618418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5774156,"threshold_uncertainty_score":0.9980723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769501040836305,"score_gpt":0.3087830517961372,"score_spread":0.2710880413877741,"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."}}