{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002814844,0.0003028561,0.0004695598,0.001098275,0.0008456433,0.0007347168,0.0003792141,0.0004991481,0.03831271],"category_scores_gemma":[0.001521937,0.0002371703,0.0002055393,0.0006037477,0.0002443209,0.0005574809,0.0003713686,0.0008522523,0.007681194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009323668,"about_ca_system_score_gemma":0.003123329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008445028,"about_ca_topic_score_gemma":0.01664982,"domain_scores_codex":[0.9998569,0.000008451829,0.00001572854,0.00004027623,0.00005623272,0.00002233383],"domain_scores_gemma":[0.9989814,0.00006666795,0.0000344229,0.0000126084,0.0003785684,0.0005262667],"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":[0.0002400406,0.0004143477,0.05087045,0.0008032141,0.00004589852,0.003137147,0.001479971,0.0005505538,0.003326412,0.001495822,0.5074461,0.43019],"study_design_scores_gemma":[0.0001222905,0.0006520395,0.1216264,0.0006936805,0.0001297912,0.0284184,0.005086319,0.001401091,0.003290002,0.002023252,0.8364549,0.000101911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2825553,0.1089144,0.01153055,0.2946172,0.04439091,0.0006602812,0.00967216,0.001858175,0.245801],"genre_scores_gemma":[0.2495171,0.0922171,0.007343093,0.01420561,0.005510361,0.000256234,0.001986144,0.0002898504,0.6286745],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9616873,"threshold_uncertainty_score":0.1281688,"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."}}