{"id":"W7036046061","doi":"","title":"Assessment of Literature Review Teaching Methods in Periodontics Programs in North America","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periodontology; Set (abstract data type); Identification (biology); Diversity (politics); Protocol (science); Code (set theory); Test (biology)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1699964,0.0005975466,0.002165348,0.04274919,0.002502337,0.007296151,0.002498091,0.001027587,0.00344993],"category_scores_gemma":[0.4126648,0.001118337,0.002561248,0.02839614,0.001950181,0.005691728,0.005379067,0.0008715567,0.0004415378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192185,"about_ca_system_score_gemma":0.03509106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009080467,"about_ca_topic_score_gemma":0.03379541,"domain_scores_codex":[0.8498534,0.04954029,0.05212554,0.005326096,0.04088427,0.002270505],"domain_scores_gemma":[0.4347043,0.3196123,0.1159292,0.008634225,0.1150187,0.006101185],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008392454,0.0003574054,0.4457684,0.139538,0.002982709,0.0008249134,0.05733277,0.0004551358,0.002264448,0.003207782,0.007838033,0.338591],"study_design_scores_gemma":[0.0002816251,0.001291617,0.745025,0.1089971,0.003644877,0.001836761,0.09128834,0.00113058,0.001346317,0.001579169,0.04339819,0.0001803367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6646045,0.2421382,0.01386817,0.01917959,0.001311266,0.01855343,0.008226304,0.0002295305,0.03188894],"genre_scores_gemma":[0.8750241,0.05755549,0.043027,0.003039091,0.0004219325,0.01631832,0.003004114,0.00005787191,0.001552001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8300036,"threshold_uncertainty_score":0.8990374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07574271487237952,"score_gpt":0.455010013390532,"score_spread":0.3792672985181526,"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."}}