{"id":"W4247037051","doi":"10.1016/j.joen.2019.09.012","title":"Insights into the November 2019 Issue of the Journal of Endodontics","year":2019,"lang":"en","type":"letter","venue":"Journal of Endodontics","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Endodontics; Reading (process); Library science; Dentistry; Medicine; Political science; Computer science; Law","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001049217,0.0007340328,0.001927763,0.0005186673,0.0001966693,0.0001582827,0.002943296,0.0009950146,0.000185466],"category_scores_gemma":[0.0009232392,0.0003714307,0.00185595,0.0005030895,0.000361841,0.0003167719,0.0004260113,0.004993874,0.00008828757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611291,"about_ca_system_score_gemma":0.0008499927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198801,"about_ca_topic_score_gemma":0.0001501867,"domain_scores_codex":[0.9925078,0.0007795007,0.003028843,0.0002567625,0.002845475,0.0005815793],"domain_scores_gemma":[0.986048,0.001702656,0.008160031,0.001412816,0.002536944,0.0001395923],"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":[0.0001400808,0.0002321964,0.00507256,0.0003146428,0.002354023,0.001384902,0.0009166728,0.0001935069,0.001276731,0.0000814499,0.9875939,0.0004393139],"study_design_scores_gemma":[0.002795238,0.0005842482,0.002739738,0.001057601,0.002929367,0.002351435,0.0002062562,0.00003446967,0.004519046,0.0005652814,0.9818174,0.0003999061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3824042,0.07145111,0.002630105,0.4026492,0.1215809,0.002922194,0.0005227744,0.00004235563,0.0157971],"genre_scores_gemma":[0.4899381,0.01641901,0.006552387,0.2491265,0.05692461,0.00000743446,0.00008538083,0.001128844,0.1798177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1640206,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505914471533422,"score_gpt":0.2632838567700508,"score_spread":0.2482247120547166,"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."}}